{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-github-repos-manager-mcp-server","slug":"github-repos-manager-mcp-server","name":"GitHub Repos Manager MCP Server","type":"mcp","url":"https://github.com/kurdin/github-repos-manager-mcp","page_url":"https://unfragile.ai/github-repos-manager-mcp-server","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-github-repos-manager-mcp-server__cap_0","uri":"capability://tool.use.integration.mcp.protocol.based.github.api.bridging.with.stdio.transport","name":"mcp protocol-based github api bridging with stdio transport","description":"Implements the Model Context Protocol (MCP) specification using stdio (standard input/output) as the transport layer, enabling direct communication between MCP clients (Claude Desktop, Cline, Cursor, Roo Code) and a Node.js server that proxies all requests to GitHub's REST and GraphQL APIs. The server maintains a persistent connection, marshals JSON-RPC 2.0 messages, and routes tool invocations through a handler-based architecture without requiring Docker or the GitHub CLI.","intents":["Connect Claude or other MCP clients to GitHub without Docker overhead","Enable AI assistants to invoke GitHub operations through a standardized protocol","Avoid OAuth complexity by using token-based authentication directly"],"best_for":["AI assistant developers integrating GitHub automation into Claude Desktop or Cursor","Teams building MCP-compatible agents that need GitHub repository access","Developers wanting lightweight GitHub integration without containerization"],"limitations":["Stdio transport limits concurrent connections — single client at a time per server instance","No built-in persistence or state management across server restarts","Requires manual server process management; no automatic reconnection on client disconnect"],"requires":["Node.js 16+ (CommonJS module support for .cjs files)","GitHub Personal Access Token with appropriate scopes","MCP client that supports stdio-based server connections"],"input_types":["JSON-RPC 2.0 method calls with tool parameters","GitHub repository owner/repo identifiers","API request payloads (issue bodies, PR descriptions, file contents)"],"output_types":["JSON-RPC 2.0 responses with tool results","Markdown-formatted GitHub data (issues, PRs, commits)","Structured JSON objects representing GitHub entities"],"categories":["tool-use-integration","mcp-protocol"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_1","uri":"capability://tool.use.integration.token.based.github.api.authentication.with.rate.limit.management","name":"token-based github api authentication with rate-limit management","description":"Implements GitHub Personal Access Token (PAT) authentication at the GitHubAPIService layer, handling token validation, request signing, and rate-limit tracking across both REST and GraphQL APIs. The system manages authentication state without OAuth flows, stores tokens securely via environment variables or configuration files, and implements exponential backoff and rate-limit headers inspection to prevent API quota exhaustion.","intents":["Authenticate to GitHub API without implementing OAuth flows","Manage API rate limits to avoid hitting GitHub's 5000 req/hour ceiling","Support multiple GitHub accounts or tokens through configuration"],"best_for":["Solo developers and small teams using personal GitHub accounts","Organizations wanting to avoid OAuth complexity in MCP deployments","Automated workflows that need consistent authentication without user interaction"],"limitations":["PAT-based auth doesn't support fine-grained permissions for organization-level access control","Rate limits are per-token, not per-user — shared tokens across multiple clients will exhaust quota faster","No built-in token rotation or expiration management — requires manual token refresh"],"requires":["GitHub Personal Access Token (classic or fine-grained) with repo, workflow, and admin:repo_hook scopes","Token stored in GITHUB_TOKEN environment variable or config file","Network access to api.github.com (443/HTTPS)"],"input_types":["GitHub Personal Access Token string","API request headers and payloads"],"output_types":["Authenticated HTTP/GraphQL requests with Authorization header","Rate-limit metadata (X-RateLimit-Remaining, X-RateLimit-Reset headers)","Error responses with rate-limit information"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_10","uri":"capability://automation.workflow.label.and.milestone.management.with.crud.operations","name":"label and milestone management with crud operations","description":"Implements 4 label tools and 4 milestone tools for managing issue/PR metadata. Labels are created via /repos/{owner}/{repo}/labels with name, color, and description. Milestones are created via /repos/{owner}/{repo}/milestones with title, description, and due date. Both support listing, updating, and deletion. Labels can be applied to issues/PRs via /repos/{owner}/{repo}/issues/{issue_number}/labels. Milestones track progress through open/closed issue counts. The handler supports bulk label operations and milestone filtering by state.","intents":["Create and manage labels to organize issues and PRs by category, priority, or type","Create milestones to track release progress and group related issues","Apply labels to issues/PRs to categorize work and enable filtering","Track milestone progress through open/closed issue counts"],"best_for":["Teams organizing large issue backlogs with consistent labeling schemes","Projects using milestones to track releases or sprints","Automation workflows that need to label issues based on content or metadata"],"limitations":["Labels are repository-scoped — no organization-wide label management","Milestones are limited to open/closed state — no custom milestone states","Bulk label operations require multiple API calls — no batch endpoint","Label colors are limited to GitHub's predefined palette"],"requires":["GitHub Personal Access Token with repo scope","Repository owner and repo name","Label name and color for creation","Milestone title and optional due date"],"input_types":["Label name, color (hex), and description","Milestone title, description, and due date","Issue/PR number for label application"],"output_types":["Label objects with name, color, and description","Milestone objects with title, due date, and progress (open/closed counts)","Issue/PR objects with applied labels"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_11","uri":"capability://safety.moderation.security.operations.including.deploy.keys.webhooks.and.secrets.management","name":"security operations including deploy keys, webhooks, and secrets management","description":"Implements 9 security tools covering deploy key management, webhook configuration, and repository secrets. Deploy keys are managed via /repos/{owner}/{repo}/keys, enabling SSH-based authentication for CI/CD systems. Webhooks are configured via /repos/{owner}/{repo}/hooks with event filtering (push, pull_request, issues, etc.) and payload URL specification. Secrets are managed via /repos/{owner}/{repo}/actions/secrets for GitHub Actions integration. The handler supports webhook testing via /repos/{owner}/{repo}/hooks/{hook_id}/tests and secret encryption/decryption for secure storage.","intents":["Configure deploy keys to enable CI/CD systems to authenticate to repositories","Set up webhooks to trigger external workflows on GitHub events","Manage repository secrets for secure credential storage in GitHub Actions","Test webhooks to verify event delivery and payload format"],"best_for":["DevOps teams configuring CI/CD authentication and event-driven workflows","Teams managing GitHub Actions secrets for secure credential storage","Automation workflows that need to respond to GitHub events through webhooks"],"limitations":["Deploy keys are read-only by default — no write access without explicit configuration","Webhooks are limited to GitHub-hosted events — no custom event types","Secrets are encrypted at rest — no plaintext retrieval after creation","Webhook testing is limited to recent deliveries — no historical event replay"],"requires":["GitHub Personal Access Token with admin:repo_hook and repo scopes","Repository owner and repo name","SSH public key for deploy key creation","Webhook URL and event types for webhook configuration"],"input_types":["SSH public key (for deploy keys)","Webhook URL and event types (push, pull_request, issues, etc.)","Secret name and value (for GitHub Actions secrets)"],"output_types":["Deploy key objects with key ID and fingerprint","Webhook objects with URL, events, and delivery history","Secret objects with creation timestamp (value not returned)","Webhook delivery logs with status and payload"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_12","uri":"capability://automation.workflow.github.actions.workflow.execution.and.artifact.retrieval","name":"github actions workflow execution and artifact retrieval","description":"Implements workflow management tools that trigger GitHub Actions workflows, retrieve workflow runs, and access artifacts. Workflows are triggered via /repos/{owner}/{repo}/actions/workflows/{workflow_id}/dispatches with input parameters. Workflow runs are retrieved via /repos/{owner}/{repo}/actions/runs with filtering by status (success, failure, in_progress). Artifacts are accessed via /repos/{owner}/{repo}/actions/runs/{run_id}/artifacts, enabling download of build outputs, test reports, and other artifacts. The handler supports workflow re-runs and cancellation for workflow management.","intents":["Trigger GitHub Actions workflows programmatically to automate CI/CD pipelines","Retrieve workflow run status and logs to monitor automation progress","Access workflow artifacts (build outputs, test reports) without manual download","Cancel or re-run workflows to manage automation execution"],"best_for":["CI/CD teams automating workflow triggers and monitoring execution","Teams retrieving workflow artifacts for integration with external systems","Automation workflows that need to respond to GitHub Actions status"],"limitations":["Workflow dispatch requires workflow_id — no workflow name-based triggering","Artifact retrieval is limited to completed runs — no in-progress artifact access","Workflow logs are limited to recent runs — no historical log retention","Artifact download requires authentication — no public artifact sharing"],"requires":["GitHub Personal Access Token with actions and repo scopes","Repository owner and repo name","Workflow ID or workflow file name","Workflow input parameters (if required by workflow)"],"input_types":["Workflow ID or name","Workflow input parameters (JSON object)","Branch name for workflow dispatch"],"output_types":["Workflow run objects with status, conclusion, and timestamps","Artifact objects with name, size, and download URL","Workflow run logs (text format)","Workflow execution summary"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_13","uri":"capability://search.retrieval.repository.search.and.discovery.with.advanced.filtering","name":"repository search and discovery with advanced filtering","description":"Implements search tools that query repositories across GitHub using the /search/repositories endpoint with advanced filtering syntax. Search supports language filters (language:python), star counts (stars:>1000), date ranges (created:>2023-01-01), and topic filters (topic:machine-learning). Results are paginated and include repository metadata (stars, forks, language, topics). The handler normalizes search results and formats them for human readability. Search is scoped to public repositories unless the token has access to private repositories.","intents":["Discover repositories matching specific criteria (language, stars, topics) without manual browsing","Find example implementations or reference code for specific technologies","Analyze repository trends by searching for repositories created in specific time periods"],"best_for":["Developers exploring GitHub for relevant repositories or code examples","Researchers analyzing repository trends and distributions","Teams building repository discovery tools or integrations"],"limitations":["Search is limited to public repositories unless token has private repository access","Search syntax is GitHub-specific — users must understand query language","Results are limited to 1000 repositories — no exhaustive search across all repositories","Search is rate-limited — frequent searches may hit API quota"],"requires":["GitHub Personal Access Token (public_repo scope minimum)","Valid GitHub search query syntax","Network access to api.github.com"],"input_types":["Search query string with GitHub syntax (language:, stars:, created:, topic:, etc.)","Pagination parameters (page, per_page)"],"output_types":["Repository metadata objects (name, description, stars, forks, language, topics)","Paginated search results","Markdown-formatted repository summaries"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_14","uri":"capability://automation.workflow.organization.and.team.management.with.member.operations","name":"organization and team management with member operations","description":"Implements organization management tools that retrieve organization metadata, list members, manage teams, and configure organization settings. Organization metadata is retrieved via /orgs/{org}, exposing public profile information, repositories count, and member count. Members are listed via /orgs/{org}/members with filtering by role. Teams are managed via /orgs/{org}/teams with member addition/removal. The handler supports team permission configuration (pull, push, admin) and team repository access management.","intents":["Retrieve organization metadata and member lists for reporting or analysis","Manage team membership programmatically without manual UI interaction","Configure team permissions and repository access","Analyze organization structure and team composition"],"best_for":["Organization administrators managing team membership and permissions","Teams building organization analytics or reporting tools","Automation workflows that need to manage team membership based on external events"],"limitations":["Organization settings are read-only through this API — no programmatic configuration changes","Team management is limited to existing teams — no team creation through this API","Member operations are limited to public members — private members require additional permissions","Team permissions are limited to pull, push, admin — no custom permission levels"],"requires":["GitHub Personal Access Token with admin:org scope","Organization name","Team name for team operations"],"input_types":["Organization name","Team name and member usernames","Permission level (pull, push, admin)"],"output_types":["Organization objects with metadata (name, description, member count, repository count)","Member objects with username and role","Team objects with member list and permissions","Team repository access objects"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_15","uri":"capability://automation.workflow.project.and.board.management.with.card.operations","name":"project and board management with card operations","description":"Implements project management tools that create and manage GitHub Projects (legacy and v2), organize cards on boards, and track project progress. Projects are created via /repos/{owner}/{repo}/projects with name and description. Cards are managed via /projects/{project_id}/columns/{column_id}/cards with support for issue/PR association. The handler supports column management (To Do, In Progress, Done) and card movement between columns. Project progress is tracked through card counts and issue association.","intents":["Create and manage GitHub Projects to organize work across repositories","Organize issues and PRs on project boards without manual UI interaction","Track project progress through card counts and issue status","Automate card movement based on issue/PR state changes"],"best_for":["Teams using GitHub Projects for agile workflow management","Automation workflows that need to update project board state","Teams tracking project progress through card counts"],"limitations":["Project v2 API is limited — legacy Projects API is more mature","Card operations are limited to issue/PR association — no custom card types","Column management is limited to predefined columns — no custom column creation","Project automation is limited to card movement — no custom automation rules"],"requires":["GitHub Personal Access Token with repo scope","Repository owner and repo name","Project ID for card operations"],"input_types":["Project name and description","Column name (To Do, In Progress, Done)","Issue/PR number for card association"],"output_types":["Project objects with name, description, and card count","Column objects with card list","Card objects with associated issue/PR metadata","Project progress summary"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_16","uri":"capability://data.processing.analysis.repository.analytics.and.statistics.with.language.and.contributor.analysis","name":"repository analytics and statistics with language and contributor analysis","description":"Implements analytics tools that retrieve repository statistics including language distribution, contributor counts, commit frequency, and code metrics. Language statistics are retrieved via /repos/{owner}/{repo}/languages, showing byte counts per language. Contributor statistics are retrieved via /repos/{owner}/{repo}/contributors, showing commit counts and contribution graphs. The handler supports time-based filtering for trend analysis and aggregation of statistics across multiple repositories.","intents":["Analyze repository language distribution to understand technology stack","Retrieve contributor statistics to understand team composition and contribution patterns","Track commit frequency and code metrics for project health assessment","Compare statistics across multiple repositories for portfolio analysis"],"best_for":["Teams analyzing repository health and contribution patterns","Developers building portfolio analysis or repository comparison tools","Organizations tracking code metrics for quality assessment"],"limitations":["Language statistics are byte-based — no line-of-code metrics","Contributor statistics are limited to recent contributors — no historical contributor data","Commit frequency is limited to recent commits — no long-term trend analysis","Analytics are read-only — no custom metric definition or tracking"],"requires":["GitHub Personal Access Token with repo scope","Repository owner and repo name"],"input_types":["Repository owner and repo name","Time range for trend analysis (optional)"],"output_types":["Language distribution objects (language name and byte count)","Contributor objects with commit count and contribution graph","Commit frequency statistics","Repository health metrics (stars, forks, watchers)"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_17","uri":"capability://text.generation.language.markdown.output.formatting.with.structured.data.serialization","name":"markdown output formatting with structured data serialization","description":"Implements a formatter architecture that converts GitHub API responses (JSON objects) into human-readable markdown format for display in MCP clients. The formatter supports multiple output types: repository metadata, issues, PRs, commits, and analytics. Markdown generation includes tables for structured data (issue lists, contributor stats), code blocks for diffs and logs, and formatted headers for hierarchy. The system maintains consistent formatting across all 89 tools, enabling predictable output for AI assistants and users.","intents":["Convert GitHub API responses to readable markdown for display in chat interfaces","Format complex data structures (diffs, logs, statistics) for human consumption","Maintain consistent output format across all 89 tools for predictable parsing"],"best_for":["MCP clients that need human-readable output from GitHub API responses","AI assistants that need to present GitHub data in chat interfaces","Teams building GitHub-integrated tools that need consistent formatting"],"limitations":["Markdown formatting is lossy — some API metadata is omitted for readability","Custom formatting is not supported — all output follows predefined templates","Large datasets are truncated — no pagination in markdown output","Markdown rendering depends on client support — some clients may not render all features"],"requires":["GitHub API response objects (JSON)","Formatter module loaded at server startup"],"input_types":["GitHub API response objects (JSON)","Output type specification (repository, issue, PR, commit, analytics, etc.)"],"output_types":["Markdown-formatted strings with tables, code blocks, and headers","Structured JSON objects (for programmatic parsing)","Plain text summaries (for simple output)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_18","uri":"capability://safety.moderation.error.handling.and.normalization.with.github.api.error.codes","name":"error handling and normalization with github api error codes","description":"Implements error handling that catches GitHub API errors, normalizes error responses, and provides actionable error messages to users. The system maps GitHub API error codes (404 Not Found, 422 Unprocessable Entity, 403 Forbidden) to human-readable messages with suggestions for remediation. Rate-limit errors are handled with exponential backoff and retry logic. The handler maintains error context (request details, API response) for debugging and logging.","intents":["Provide clear error messages when GitHub API operations fail","Handle rate-limit errors gracefully with automatic retry logic","Enable debugging by maintaining error context and API response details"],"best_for":["Developers building GitHub-integrated tools that need robust error handling","Teams debugging GitHub API integration issues","Automation workflows that need to handle API failures gracefully"],"limitations":["Error messages are predefined — no custom error handling per tool","Retry logic is automatic — no user control over retry behavior","Error context is limited to recent errors — no error history persistence","Some GitHub errors are ambiguous — error messages may not always be actionable"],"requires":["GitHub API error responses (HTTP status codes and error bodies)","Error handling middleware in request processing pipeline"],"input_types":["GitHub API error responses (HTTP status codes, error bodies)","Request context (tool name, parameters, API endpoint)"],"output_types":["Normalized error objects with code, message, and suggestions","Human-readable error messages for display","Error context for debugging (request details, API response)"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_2","uri":"capability://tool.use.integration.dual.rest.graphql.api.routing.with.automatic.method.selection","name":"dual rest/graphql api routing with automatic method selection","description":"The GitHubAPIService layer implements a hybrid API strategy, routing requests to GitHub's REST API for most operations (82 implemented methods) while maintaining placeholder GraphQL methods (6) for future complex queries. The system automatically selects the optimal API based on operation type: REST for simple CRUD operations, GraphQL for batch queries and complex nested data retrieval. Request marshaling handles API-specific payload formats, response parsing, and error normalization across both protocols.","intents":["Execute GitHub operations using the most efficient API for each use case","Batch multiple GitHub queries in a single GraphQL request to reduce round-trips","Maintain compatibility with GitHub's evolving API landscape (REST v3 and GraphQL)"],"best_for":["Teams building high-performance GitHub automation that needs minimal API calls","Developers wanting to leverage GraphQL's batch capabilities for complex queries","Organizations with strict API quota constraints requiring optimized request patterns"],"limitations":["GraphQL methods are placeholders (6/89 tools) — not fully implemented, limiting batch query capabilities","REST API is primary implementation — GraphQL fallback not available for all operations","Automatic routing logic is opaque to users — no control over which API is used for a given operation"],"requires":["GitHub API v3 (REST) and GraphQL endpoint access","Valid GitHub Personal Access Token with appropriate scopes","Network connectivity to api.github.com"],"input_types":["Tool parameters (owner, repo, issue number, etc.)","REST request bodies (JSON) or GraphQL query strings"],"output_types":["Parsed REST API responses (JSON)","GraphQL response objects with nested data structures","Normalized error objects with GitHub error codes"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_3","uri":"capability://tool.use.integration.handler.based.tool.system.with.89.github.operations.across.17.domains","name":"handler-based tool system with 89 github operations across 17 domains","description":"Organizes 89 distinct GitHub tools into 17 functional handler modules (Repository Operations, Issue Management, Pull Requests, File Management, Branch & Commits, Labels, Milestones, Security, Workflows, Search, Organization, Projects, Analytics, etc.), each implementing a cohesive set of related operations. Each handler module exposes tools via a standardized interface that accepts MCP tool invocation parameters, validates inputs, calls GitHubAPIService methods, and returns formatted results. The tool registry dynamically loads handlers and exposes them to MCP clients as callable tools with JSON schemas.","intents":["Organize 89 GitHub operations into logical, discoverable tool groups","Enable AI assistants to understand and invoke specific GitHub workflows (issue creation, PR review, branch management)","Provide a consistent interface for all GitHub operations regardless of underlying API complexity"],"best_for":["AI assistants and agents needing comprehensive GitHub automation capabilities","Developers building GitHub-integrated workflows without writing custom API code","Teams wanting to expose GitHub operations as callable tools to non-technical users"],"limitations":["89 tools create cognitive overhead — users must understand which tool to invoke for a given task","Tool schemas are static — no dynamic tool discovery based on repository state or permissions","No tool composition or chaining — each tool invocation is independent, requiring manual orchestration of multi-step workflows"],"requires":["MCP client that supports tool invocation with JSON schema validation","Handler modules loaded at server startup (no hot-reloading)","Valid GitHub API credentials for the operations being invoked"],"input_types":["Tool parameters as JSON objects (owner, repo, issue_number, body, etc.)","GitHub entity identifiers (issue numbers, PR numbers, branch names, commit SHAs)"],"output_types":["Markdown-formatted results (for human-readable output)","Structured JSON objects representing GitHub entities","Error messages with GitHub API error codes and suggestions"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_4","uri":"capability://search.retrieval.repository.metadata.and.search.operations.with.filtering","name":"repository metadata and search operations with filtering","description":"Implements 5 repository-level tools (list, search, browse, get metadata, get topics) that retrieve repository information, search across repositories by name/description/language, and extract metadata (stars, forks, language distribution, topics). The search handler uses GitHub's REST API search endpoint with query syntax support (language filters, date ranges, star counts), returning paginated results with repository metadata. Metadata retrieval uses the /repos/{owner}/{repo} endpoint to fetch detailed repository information including permissions, visibility, and configuration state.","intents":["Discover repositories by name, language, or topic without manual GitHub browsing","Retrieve repository metadata (stars, forks, language, topics) for analysis or reporting","Search across multiple repositories to find relevant code or documentation"],"best_for":["Developers exploring GitHub organizations or discovering relevant repositories","Teams building repository analytics or inventory tools","AI assistants helping users find repositories matching specific criteria"],"limitations":["Search results are limited to public repositories unless token has access to private repos","Pagination is manual — no automatic result aggregation across pages","Search syntax is GitHub-specific — users must understand GitHub query language (language:python, stars:>1000, etc.)"],"requires":["GitHub Personal Access Token (public_repo scope minimum)","Repository owner and name for metadata retrieval","Valid GitHub search query syntax for search operations"],"input_types":["Repository owner/repo identifiers","Search query strings with GitHub query syntax","Pagination parameters (page, per_page)"],"output_types":["Repository metadata objects (name, description, stars, forks, language, topics)","Paginated search results with repository summaries","Markdown-formatted repository information"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_5","uri":"capability://automation.workflow.issue.crud.and.state.management.with.locking.and.assignment","name":"issue crud and state management with locking and assignment","description":"Implements 8 issue management tools covering creation, retrieval, state transitions (open/closed), locking/unlocking, assignment, and filtering. The system uses GitHub's /repos/{owner}/{repo}/issues endpoint for CRUD operations and /repos/{owner}/{repo}/issues/{issue_number} for state mutations. Issue state is managed through the 'state' parameter (open/closed), while locking prevents further comments via the lock endpoint. Assignment uses the 'assignees' array to manage issue ownership. The handler supports filtering by state, assignee, label, and milestone, returning paginated results with full issue metadata.","intents":["Create and manage GitHub issues programmatically without manual UI interaction","Transition issues through workflows (open → closed → reopened) based on external events","Lock issues to prevent discussion while maintaining visibility","Assign issues to team members and track ownership"],"best_for":["Teams automating issue workflows (e.g., auto-closing stale issues, bulk assignment)","AI assistants creating issues on behalf of users or analyzing issue status","CI/CD pipelines that need to create issues for build failures or security alerts"],"limitations":["Issue state is binary (open/closed) — no custom workflow states or intermediate statuses","Locking is all-or-nothing — no granular permission control over who can comment on locked issues","Assignment is limited to repository collaborators — no external user assignment"],"requires":["GitHub Personal Access Token with repo scope","Repository owner and name","Valid issue number for state mutations or issue body for creation"],"input_types":["Issue title and body (markdown-formatted)","Assignee usernames (array)","Label names and milestone identifiers","Issue state (open/closed)"],"output_types":["Issue objects with metadata (number, state, assignees, labels, created_at, updated_at)","Paginated issue lists with filtering applied","Markdown-formatted issue summaries"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_6","uri":"capability://automation.workflow.issue.comment.threading.with.edit.and.deletion","name":"issue comment threading with edit and deletion","description":"Implements 4 issue comment tools (create, list, edit, delete) that manage discussion threads on issues. Comments are created via /repos/{owner}/{repo}/issues/{issue_number}/comments, edited via PATCH to /repos/{owner}/{repo}/issues/comments/{comment_id}, and deleted via DELETE to the same endpoint. The handler maintains comment threading by returning comments in chronological order with author metadata, timestamps, and edit history. Comment bodies support markdown formatting and GitHub mentions (@username), enabling rich discussion threads.","intents":["Add comments to issues to provide feedback, ask questions, or document decisions","Edit comments to correct information or update status without creating new comments","Delete comments to remove spam or sensitive information","Retrieve comment history to understand issue discussion context"],"best_for":["Teams collaborating on issues through programmatic comment management","AI assistants participating in issue discussions or providing automated feedback","Automation workflows that need to update issue status through comments"],"limitations":["Comments are flat — no nested replies or threading beyond chronological order","Edit history is not exposed — only the current comment body is returned","Deletion is permanent — no soft-delete or comment recovery"],"requires":["GitHub Personal Access Token with repo scope","Valid issue number and repository owner/repo","Comment ID for edit/delete operations"],"input_types":["Comment body (markdown-formatted text)","Issue number and comment ID","GitHub mentions and markdown formatting"],"output_types":["Comment objects with author, timestamp, and body","Paginated comment lists in chronological order","Markdown-formatted comment summaries"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_7","uri":"capability://automation.workflow.pull.request.creation.review.and.file.analysis","name":"pull request creation, review, and file analysis","description":"Implements 7 PR management tools covering creation, review management, file analysis, and editing. PRs are created via /repos/{owner}/{repo}/pulls with title, body, head/base branch specification. Reviews are managed through /repos/{owner}/{repo}/pulls/{pull_number}/reviews, supporting APPROVE, REQUEST_CHANGES, and COMMENT review states. File analysis retrieves changed files via /repos/{owner}/{repo}/pulls/{pull_number}/files, showing diff hunks, additions/deletions, and patch content. The handler supports draft PRs, auto-merge configuration, and review request assignment to specific users.","intents":["Create pull requests programmatically to automate code submission workflows","Retrieve PR file changes to analyze code modifications without checking out branches","Submit reviews (approve, request changes, comment) to automate code review workflows","Analyze PR diffs to understand scope and impact of changes"],"best_for":["CI/CD pipelines that need to create PRs for automated fixes or dependency updates","AI code review assistants that analyze PR diffs and submit reviews","Teams automating code submission workflows (e.g., auto-formatting, security scanning)"],"limitations":["Review comments are at the PR level — no inline code comments on specific lines","Draft PRs cannot be auto-merged — manual conversion to ready-for-review required","File analysis is limited to changed files — no full file content retrieval through PR endpoint"],"requires":["GitHub Personal Access Token with repo and workflow scopes","Valid source and target branch names for PR creation","PR number for review and file analysis operations"],"input_types":["PR title and body (markdown-formatted)","Head and base branch names","Review state (APPROVE, REQUEST_CHANGES, COMMENT)","Review body (markdown-formatted comment)"],"output_types":["PR objects with metadata (number, state, author, created_at, updated_at)","File change objects with diff hunks and patch content","Review objects with state and comment body","Markdown-formatted PR summaries"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_8","uri":"capability://automation.workflow.file.management.with.create.update.upload.and.delete.operations","name":"file management with create, update, upload, and delete operations","description":"Implements 4 file management tools (create, update, upload, delete) that manipulate repository files through GitHub's /repos/{owner}/{repo}/contents/{path} endpoint. File creation and updates use the PUT endpoint with base64-encoded content and commit messages. The system maintains file history through git commit metadata (author, committer, message). Uploads support binary files through base64 encoding. Deletions use the DELETE endpoint with commit messages. The handler supports branch specification for all operations, enabling file management on non-default branches.","intents":["Create or update repository files programmatically without local checkout","Upload binary files (images, PDFs, etc.) to repositories through the API","Delete files and maintain commit history for audit trails","Manage files on specific branches without switching branches locally"],"best_for":["CI/CD pipelines that need to commit generated files (docs, configs, reports)","Automation workflows that update repository configuration or documentation","AI assistants generating code or documentation files directly to repositories"],"limitations":["File operations are single-file — no bulk operations or directory creation","Binary file support is limited to base64 encoding — large files may hit API size limits","No atomic multi-file commits — each file operation is a separate commit","File content is limited to GitHub's API payload size (typically 100MB)"],"requires":["GitHub Personal Access Token with repo scope","Repository owner, repo, and file path","Base64-encoded file content for create/update operations","Commit message for audit trail"],"input_types":["File path (relative to repository root)","File content (text or base64-encoded binary)","Commit message (markdown-formatted)","Branch name (optional, defaults to default branch)","Author information (optional)"],"output_types":["File objects with commit metadata (SHA, author, timestamp)","Commit information (message, author, timestamp)","File content (for retrieval operations)"],"categories":["automation-workflow","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-github-repos-manager-mcp-server__cap_9","uri":"capability://automation.workflow.branch.and.commit.operations.with.history.and.comparison","name":"branch and commit operations with history and comparison","description":"Implements 5 branch/commit tools (create branch, list branches, get commit history, compare commits, get branch protection) that manage repository branches and commit history. Branches are created via /repos/{owner}/{repo}/git/refs with SHA references. Commit history is retrieved via /repos/{owner}/{repo}/commits with filtering by author, date, and path. Commit comparison uses /repos/{owner}/{repo}/compare/{base}...{head} to show diff statistics and changed files. Branch protection rules are retrieved via /repos/{owner}/{repo}/branches/{branch}/protection, exposing required status checks and review requirements.","intents":["Create feature branches programmatically to organize development workflows","Retrieve commit history to understand code evolution and authorship","Compare commits to analyze changes between branches or versions","Check branch protection rules to understand merge requirements"],"best_for":["CI/CD pipelines that need to create branches for automated workflows","Teams analyzing commit history for code review or audit purposes","Developers understanding branch protection rules before submitting PRs"],"limitations":["Branch creation requires a valid commit SHA — no automatic default branch detection","Commit history filtering is limited to author, date, and path — no custom query syntax","Branch protection rules are read-only — no programmatic rule modification","Comparison is limited to two commits — no multi-way diffs"],"requires":["GitHub Personal Access Token with repo scope","Repository owner and repo name","Valid commit SHA for branch creation","Branch names for comparison operations"],"input_types":["Branch name and base commit SHA","Commit filters (author, date range, path)","Base and head branch/commit identifiers"],"output_types":["Branch objects with commit metadata","Commit objects with author, message, and timestamp","Comparison objects with diff statistics and changed files","Branch protection rule objects"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":32,"verified":false,"data_access_risk":"high","permissions":["Node.js 16+ (CommonJS module support for .cjs files)","GitHub Personal Access Token with appropriate scopes","MCP client that supports stdio-based server connections","GitHub Personal Access Token (classic or fine-grained) with repo, workflow, and admin:repo_hook scopes","Token stored in GITHUB_TOKEN environment variable or config file","Network access to api.github.com (443/HTTPS)","GitHub Personal Access Token with repo scope","Repository owner and repo name","Label name and color for creation","Milestone title and optional due date"],"failure_modes":["Stdio transport limits concurrent connections — single client at a time per server instance","No built-in persistence or state management across server restarts","Requires manual server process management; no automatic reconnection on client disconnect","PAT-based auth doesn't support fine-grained permissions for organization-level access control","Rate limits are per-token, not per-user — shared tokens across multiple clients will exhaust quota faster","No built-in token rotation or expiration management — requires manual token refresh","Labels are repository-scoped — no organization-wide label management","Milestones are limited to open/closed state — no custom milestone states","Bulk label operations require multiple API calls — no batch endpoint","Label colors are limited to GitHub's predefined palette","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.5,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.040Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=github-repos-manager-mcp-server","compare_url":"https://unfragile.ai/compare?artifact=github-repos-manager-mcp-server"}},"signature":"vGheySpR5OqzgyBRFv7Uv9b23/0AIDUE9vGPly+JH6+sJdQ4KvE2IMGN4jxxcNoXc7+ePGeUKFetL3uCliVbAw==","signedAt":"2026-06-21T04:53:31.494Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/github-repos-manager-mcp-server","artifact":"https://unfragile.ai/github-repos-manager-mcp-server","verify":"https://unfragile.ai/api/v1/verify?slug=github-repos-manager-mcp-server","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}