{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-buildkite","slug":"buildkite","name":"Buildkite","type":"mcp","url":"https://github.com/buildkite/buildkite-mcp-server","page_url":"https://unfragile.ai/buildkite","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-buildkite__cap_0","uri":"capability://tool.use.integration.mcp.standardized.buildkite.api.tool.exposure","name":"mcp-standardized buildkite api tool exposure","description":"Implements the Model Context Protocol (MCP) specification to expose Buildkite's REST API as a standardized tool registry that MCP-compatible clients (Claude Desktop, VSCode, GitHub Copilot, Goose, Zed Editor) can discover and invoke. The server translates MCP tool invocations into authenticated Buildkite API calls, handles response marshaling, and returns structured JSON results through stdio or HTTP transport layers. This abstraction eliminates the need for clients to implement Buildkite API authentication and request formatting directly.","intents":["I want Claude or my editor to access Buildkite data without writing API client code","I need a standardized interface so multiple AI tools can query my Buildkite instance","I want to avoid managing separate API integrations for each AI tool I use"],"best_for":["Teams using Claude Desktop, VSCode, or other MCP-compatible editors","Organizations standardizing on MCP for AI tool integration","DevOps teams wanting AI-assisted CI/CD management without custom integrations"],"limitations":["Requires MCP client support — tools without MCP protocol implementation cannot use this server","Buildkite API rate limits apply to all tool invocations; no built-in request batching or caching","Transport limited to stdio (desktop) or HTTP; no WebSocket support for real-time streaming"],"requires":["Buildkite API token (organization or user token with appropriate scopes)","MCP-compatible client (Claude Desktop, VSCode with MCP extension, Goose, or Zed Editor)","Go runtime or Docker container (server is written in Go)"],"input_types":["MCP tool invocation with JSON parameters","Buildkite API token (environment variable or configuration)"],"output_types":["JSON-structured responses from Buildkite API","MCP tool result format with content and metadata"],"categories":["tool-use-integration","mcp-protocol"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_1","uri":"capability://tool.use.integration.pipeline.configuration.and.metadata.retrieval","name":"pipeline configuration and metadata retrieval","description":"Exposes two tools (get_pipeline, list_pipelines) that query Buildkite's pipeline API to retrieve full pipeline definitions, including steps, environment variables, branch configuration, and metadata. The server caches pipeline metadata in memory to reduce API calls for repeated queries. Responses include pipeline ID, name, repository URL, and step definitions in structured JSON format, enabling AI tools to understand pipeline structure for analysis or modification recommendations.","intents":["I want to understand the structure of a Buildkite pipeline without opening the UI","I need to analyze all pipelines in my organization to find configuration patterns","I want Claude to suggest pipeline improvements based on current configuration"],"best_for":["DevOps engineers auditing pipeline configurations","Teams seeking AI-assisted pipeline optimization recommendations","Developers understanding CI/CD flow before making changes"],"limitations":["Returns pipeline metadata only; does not include historical build data or execution logs","In-memory caching has no TTL — stale data returned until server restart","No filtering or search capabilities; list_pipelines returns all pipelines regardless of team or status"],"requires":["Buildkite API token with read access to pipelines","Pipeline must exist in Buildkite organization"],"input_types":["Pipeline slug (string identifier)","Organization name (for list operations)"],"output_types":["JSON object with pipeline definition (steps, environment, branch config)","JSON array of pipeline objects (for list operations)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_10","uri":"capability://tool.use.integration.tool.registration.and.discovery.through.mcp.protocol","name":"tool registration and discovery through mcp protocol","description":"Implements MCP tool registration mechanism that exposes 20+ Buildkite tools (pipelines, builds, jobs, clusters, tests, artifacts) as discoverable MCP tools with JSON schema definitions. The server registers tools with mark3labs/mcp-go framework, which handles tool discovery requests from MCP clients and returns tool names, descriptions, and parameter schemas. Enables MCP clients to discover available Buildkite operations and understand required parameters without external documentation.","intents":["I want Claude to discover what Buildkite operations are available","I need to understand what parameters a Buildkite tool requires","I want my editor to provide autocomplete for Buildkite MCP tools"],"best_for":["MCP client developers building Buildkite integrations","Users exploring available Buildkite operations through their editor","Teams standardizing on MCP for tool discovery and documentation"],"limitations":["Tool schemas are static; no dynamic schema generation based on Buildkite API changes","No tool grouping or categorization in discovery response; flat list of 20+ tools","Tool descriptions are hardcoded; no automatic documentation generation from Buildkite API"],"requires":["MCP-compatible client with tool discovery support"],"input_types":["MCP tool discovery request (no parameters)"],"output_types":["JSON array of tool definitions with names, descriptions, and parameter schemas"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_11","uri":"capability://tool.use.integration.error.handling.and.response.formatting.for.mcp.clients","name":"error handling and response formatting for mcp clients","description":"Implements error handling layer that catches Buildkite API errors (authentication failures, not found, rate limits) and translates them into MCP-compliant error responses with descriptive messages. The server formats all responses (success and error) according to MCP protocol specification, ensuring clients receive consistent, parseable responses. Enables MCP clients to handle errors gracefully and provide meaningful feedback to users.","intents":["I want clear error messages when a Buildkite API call fails","I need to understand why a tool invocation failed (auth, not found, rate limit)","I want my editor to display helpful error messages from Buildkite MCP"],"best_for":["Developers debugging MCP integration issues","Teams implementing error handling in MCP clients","Users troubleshooting Buildkite MCP connectivity"],"limitations":["Error messages are generic; no Buildkite-specific error codes or remediation suggestions","Rate limit errors do not include retry-after information","No error logging or telemetry; errors are only returned to clients"],"requires":["MCP-compatible client with error response handling"],"input_types":["Tool invocation requests (may result in errors)"],"output_types":["MCP error responses with error code and message","MCP success responses with tool results"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_2","uri":"capability://tool.use.integration.build.execution.history.and.status.querying","name":"build execution history and status querying","description":"Implements get_build and list_builds tools that retrieve build execution records from Buildkite, including status (passed/failed/running), timestamps, commit information, and branch metadata. The server translates MCP parameters (pipeline slug, build number, filters) into Buildkite API queries and returns paginated results. Supports filtering by branch, state, and commit to enable targeted queries of build history without retrieving entire datasets.","intents":["I want to check if a specific build passed or failed without opening Buildkite UI","I need to find all failed builds on a branch to understand recent issues","I want Claude to analyze build history to identify flaky tests or patterns"],"best_for":["Developers investigating build failures from their editor","CI/CD engineers analyzing build trends and failure patterns","Teams integrating build status into AI-assisted debugging workflows"],"limitations":["Does not return build logs or job output; only metadata and status","Pagination requires manual iteration; no automatic result aggregation","Filtering limited to branch, state, and commit; no custom query syntax"],"requires":["Buildkite API token with read access to builds","Pipeline must have at least one build in history"],"input_types":["Pipeline slug (string)","Build number (integer, optional)","Filters: branch, state, commit (optional)"],"output_types":["JSON object with build metadata (status, timestamps, commit, branch)","JSON array of build objects (for list operations)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_3","uri":"capability://tool.use.integration.job.execution.logs.and.output.retrieval","name":"job execution logs and output retrieval","description":"Exposes get_jobs and get_job_logs tools that retrieve individual job records and their execution logs from Buildkite builds. The server queries the Buildkite API for job metadata (status, duration, agent name) and raw log output, returning logs as plain text or structured JSON. Enables AI tools to analyze job failures, performance issues, or error patterns by examining actual execution output without requiring access to external log storage systems.","intents":["I want to see why a specific job failed in a build","I need to extract error messages from job logs for debugging","I want Claude to analyze job logs and suggest fixes for failures"],"best_for":["Developers debugging failed CI jobs from their editor","DevOps engineers analyzing job performance and resource usage","Teams using AI to automatically diagnose and suggest fixes for job failures"],"limitations":["Log output returned as plain text; no structured parsing or filtering","Large logs (>10MB) may cause performance issues; no streaming or chunking","No log retention policy information; cannot determine if logs are archived or deleted"],"requires":["Buildkite API token with read access to jobs and logs","Job must exist in a completed or running build"],"input_types":["Pipeline slug (string)","Build number (integer)","Job ID (string)"],"output_types":["JSON object with job metadata (status, duration, agent)","Plain text log output (for get_job_logs)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_4","uri":"capability://tool.use.integration.test.execution.results.and.failure.analysis","name":"test execution results and failure analysis","description":"Implements test engine tools (list_test_runs, get_test_run, get_failed_test_executions, get_test) that query Buildkite's test analytics API to retrieve test execution records, including pass/fail status, duration, and failure reasons. The server translates MCP parameters into Buildkite test engine API queries and returns structured test data. Enables AI tools to identify flaky tests, analyze failure patterns, and correlate test failures with code changes.","intents":["I want to see which tests failed in a build and why","I need to identify flaky tests that fail intermittently","I want Claude to analyze test failures and suggest code fixes"],"best_for":["QA engineers analyzing test failures and trends","Developers investigating test failures in their code changes","Teams using AI to correlate test failures with recent commits"],"limitations":["Requires Buildkite Test Engine to be enabled and configured in pipelines","Test data only available for builds that have uploaded test results","No test history aggregation; queries return single test run results"],"requires":["Buildkite API token with read access to test engine","Buildkite Test Engine enabled in organization","Pipeline configured to upload test results"],"input_types":["Pipeline slug (string)","Build number (integer)","Test run ID (string, optional)"],"output_types":["JSON object with test run metadata (pass/fail counts, duration)","JSON array of test execution records with failure reasons"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_5","uri":"capability://tool.use.integration.cluster.and.queue.management.and.monitoring","name":"cluster and queue management and monitoring","description":"Exposes cluster management tools (get_cluster, list_clusters, get_cluster_queue, list_cluster_queues) that retrieve information about Buildkite agent clusters and job queues. The server queries the Buildkite API for cluster configuration, queue status, and agent availability. Enables AI tools to understand job routing, identify queue bottlenecks, and make recommendations for cluster scaling or queue optimization.","intents":["I want to see which clusters are available and their current status","I need to understand job queue depth and identify bottlenecks","I want Claude to recommend cluster scaling based on queue metrics"],"best_for":["DevOps engineers managing Buildkite agent infrastructure","Teams optimizing CI/CD performance and resource allocation","Infrastructure teams using AI to recommend scaling decisions"],"limitations":["Returns cluster metadata only; does not include real-time agent metrics or resource usage","Queue status is point-in-time snapshot; no historical queue depth tracking","No direct control over queue prioritization or job routing through MCP"],"requires":["Buildkite API token with read access to clusters and queues","At least one cluster configured in Buildkite organization"],"input_types":["Cluster ID or slug (string)","Queue ID or name (string, optional)"],"output_types":["JSON object with cluster metadata (ID, name, agent count)","JSON array of queue objects with status and job counts"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_6","uri":"capability://tool.use.integration.user.authentication.and.organization.context.resolution","name":"user authentication and organization context resolution","description":"Implements current_user, user_token_organization, and access_token tools that retrieve authenticated user information and organization context from Buildkite. The server validates the provided API token against Buildkite's authentication API and returns user identity, organization membership, and token metadata. Enables AI tools to determine which organization context to use for subsequent API calls and verify token validity without exposing credentials.","intents":["I want to verify my Buildkite API token is valid","I need to determine which organization my token has access to","I want Claude to confirm it's using the correct organization context"],"best_for":["Developers setting up Buildkite MCP integration","Teams managing multiple Buildkite organizations","Security-conscious teams verifying token scope and permissions"],"limitations":["Does not return full permission details; only organization membership","Token validation is read-only; cannot create or revoke tokens through MCP","No multi-organization support; tools operate in single organization context per token"],"requires":["Valid Buildkite API token (user or organization token)"],"input_types":["Buildkite API token (from environment or configuration)"],"output_types":["JSON object with user information (ID, name, email)","JSON object with organization metadata (ID, name, slug)"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_7","uri":"capability://tool.use.integration.build.artifacts.and.annotations.retrieval","name":"build artifacts and annotations retrieval","description":"Exposes list_artifacts and get_artifact tools that retrieve build artifacts (compiled binaries, test reports, logs) and annotations (metadata, custom fields) from Buildkite builds. The server queries the Buildkite API for artifact metadata (filename, size, upload timestamp) and download URLs. Enables AI tools to access build outputs and custom metadata without requiring direct access to external storage systems (S3, GCS, etc.).","intents":["I want to see what artifacts were produced by a build","I need to download a specific artifact (test report, binary) from a build","I want Claude to analyze build artifacts or annotations for quality metrics"],"best_for":["Developers retrieving build outputs from their editor","Teams analyzing build artifacts for quality or compliance","CI/CD engineers auditing artifact metadata and retention"],"limitations":["Returns artifact metadata and download URLs only; does not stream artifact content","Artifact download URLs are temporary; clients must use URLs immediately","No filtering or search; list_artifacts returns all artifacts for a build"],"requires":["Buildkite API token with read access to artifacts","Build must have artifacts uploaded"],"input_types":["Pipeline slug (string)","Build number (integer)","Artifact ID (string, optional)"],"output_types":["JSON object with artifact metadata (filename, size, upload timestamp, download URL)","JSON array of artifact objects (for list operations)"],"categories":["tool-use-integration","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_8","uri":"capability://tool.use.integration.stdio.and.http.transport.abstraction.for.mcp.communication","name":"stdio and http transport abstraction for mcp communication","description":"Implements dual transport layer supporting both stdio (for desktop applications) and HTTP (for web/server deployments) communication with MCP clients. The server uses mark3labs/mcp-go framework to handle protocol-level message serialization, request routing, and response formatting. Enables deployment flexibility: stdio mode for Claude Desktop and VSCode plugins, HTTP mode for server-based deployments or custom integrations.","intents":["I want to run Buildkite MCP server as a Claude Desktop companion","I need to deploy Buildkite MCP server as a containerized service","I want to integrate Buildkite MCP with custom tools that support HTTP MCP"],"best_for":["Desktop users running Claude Desktop or VSCode with MCP support","Teams deploying MCP server in containerized environments","Organizations with custom MCP client implementations"],"limitations":["Stdio transport limited to single client connection per process","HTTP transport requires network connectivity; no offline mode","No built-in TLS/mTLS support; requires reverse proxy for secure HTTP"],"requires":["Go runtime (for building from source) or Docker container","For stdio: MCP-compatible client (Claude Desktop, VSCode, etc.)","For HTTP: Network connectivity and HTTP client support"],"input_types":["MCP protocol messages (JSON-RPC format)","Tool invocation requests with parameters"],"output_types":["MCP protocol responses (JSON-RPC format)","Tool results with structured data"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-buildkite__cap_9","uri":"capability://tool.use.integration.buildkite.api.authentication.and.request.signing","name":"buildkite api authentication and request signing","description":"Implements authentication layer that accepts Buildkite API tokens (user or organization tokens) and uses them to sign all outbound API requests to Buildkite. The server stores tokens securely (environment variables or configuration) and injects them into request headers for each API call. Enables MCP clients to access Buildkite without managing credentials directly; authentication is handled transparently by the server.","intents":["I want to use Buildkite MCP without exposing my API token to the client","I need to rotate API tokens without reconfiguring all my tools","I want to audit which API token is being used for Buildkite API calls"],"best_for":["Security-conscious teams managing API token lifecycle","Organizations with centralized credential management","Teams deploying MCP server in shared environments"],"limitations":["Tokens stored in environment variables or configuration files; no built-in secret management integration","No token rotation mechanism; requires manual token update and server restart","Single token per server instance; no multi-token or per-user authentication"],"requires":["Valid Buildkite API token (user or organization token)","Token provided via environment variable (BUILDKITE_TOKEN) or configuration file"],"input_types":["Buildkite API token (string)"],"output_types":["Authenticated HTTP requests to Buildkite API"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":28,"verified":false,"data_access_risk":"high","permissions":["Buildkite API token (organization or user token with appropriate scopes)","MCP-compatible client (Claude Desktop, VSCode with MCP extension, Goose, or Zed Editor)","Go runtime or Docker container (server is written in Go)","Buildkite API token with read access to pipelines","Pipeline must exist in Buildkite organization","MCP-compatible client with tool discovery support","MCP-compatible client with error response handling","Buildkite API token with read access to builds","Pipeline must have at least one build in history","Buildkite API token with read access to jobs and logs"],"failure_modes":["Requires MCP client support — tools without MCP protocol implementation cannot use this server","Buildkite API rate limits apply to all tool invocations; no built-in request batching or caching","Transport limited to stdio (desktop) or HTTP; no WebSocket support for real-time streaming","Returns pipeline metadata only; does not include historical build data or execution logs","In-memory caching has no TTL — stale data returned until server restart","No filtering or search capabilities; list_pipelines returns all pipelines regardless of team or status","Tool schemas are static; no dynamic schema generation based on Buildkite API changes","No tool grouping or categorization in discovery response; flat list of 20+ tools","Tool descriptions are hardcoded; no automatic documentation generation from Buildkite API","Error messages are generic; no Buildkite-specific error codes or remediation suggestions","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.34,"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":"2026-06-17T09:51:02.371Z","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=buildkite","compare_url":"https://unfragile.ai/compare?artifact=buildkite"}},"signature":"av3ua1x12OiP1lMsnJGBtaoXNRg4U4TEfyAn7bEq8i6k44XH0Qkrti7eJBBCIMyu2KT/Xw80Uh4V+2jS1iqEDg==","signedAt":"2026-06-21T23:45:04.675Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/buildkite","artifact":"https://unfragile.ai/buildkite","verify":"https://unfragile.ai/api/v1/verify?slug=buildkite","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"}}