Gitee
MCP ServerFree** - Gitee API integration, repository, issue, and pull request management, and more.
Capabilities11 decomposed
mcp-based gitee api bridge with transport abstraction
Medium confidenceImplements a Model Context Protocol (MCP) server that acts as a middleware layer between AI assistants and Gitee's REST API (v5), supporting dual transport mechanisms (stdio and Server-Sent Events) to enable flexible client integration. The server abstracts Gitee API authentication and endpoint management, allowing AI tools to invoke Gitee operations through standardized MCP tool schemas without direct API knowledge.
Dual-transport MCP implementation (stdio + SSE) with configurable base URL support for both gitee.com and self-hosted Gitee instances, enabling deployment flexibility that most single-platform MCP servers lack
Provides standardized MCP interface to Gitee (vs direct API calls), with transport flexibility that GitHub's official MCP lacks, and explicit support for non-gitee.com instances
dynamic toolset management with whitelist/blacklist configuration
Medium confidenceImplements a flexible access control system allowing selective enabling/disabling of specific Gitee operations through command-line flags or environment variables, with whitelist-takes-precedence logic. This enables security-conscious deployments where only necessary tools are exposed to AI assistants, reducing attack surface and controlling which Gitee operations are available in different contexts.
Implements both whitelist and blacklist modes with explicit precedence rules (whitelist wins), allowing both 'deny-by-default' and 'allow-by-default' security postures in a single system
More granular than GitHub MCP's binary enable/disable, supports both positive and negative rules, though lacks runtime reconfiguration that some enterprise MCP servers provide
cross-platform binary distribution with pre-built executables
Medium confidenceProvides pre-built executable binaries for multiple operating systems and architectures (Windows, macOS, Linux on x86_64, ARM64, etc.), enabling users to run mcp-gitee without Node.js installation or build setup. Binaries are distributed through GitHub releases and can be invoked directly as executables or via npx, simplifying deployment and reducing dependency management complexity.
Distributes pre-built binaries for multiple platforms (Windows, macOS, Linux on x86_64/ARM64) eliminating Node.js dependency, enabling one-command setup via npx or direct executable invocation
Pre-built binaries reduce setup friction vs source-only distributions, cross-platform support matches GitHub MCP but with explicit ARM64 support for Apple Silicon
repository discovery and metadata retrieval with search
Medium confidenceExposes Gitee repository listing, searching, and metadata retrieval operations through MCP tools, enabling AI assistants to discover repositories by owner, search criteria, and retrieve detailed repository information (stars, forks, description, language, etc.). Implements pagination support for large result sets and filters for repository type (personal, organization, enterprise).
Integrates Gitee's v5 API search and listing endpoints through MCP schema, supporting both owner-scoped listing and cross-repository search with pagination, enabling repository selection logic in AI workflows
Provides standardized MCP interface to Gitee search (vs raw API calls), with explicit pagination support that simplifies large result handling vs GitHub MCP's simpler search
repository creation and forking with configuration
Medium confidenceEnables AI assistants to create new repositories under user or organization accounts and fork existing repositories through MCP tools, with support for configuring repository properties (description, visibility, license, gitignore template). Implements validation of repository names and handles both personal and organization repository creation contexts.
Wraps Gitee's repository creation and fork APIs through MCP, supporting both personal and organization contexts with configurable templates (license, gitignore) at creation time, enabling template-driven repository scaffolding
Provides MCP-standardized interface to Gitee repository operations vs raw API, with explicit template support that GitHub MCP lacks
issue tracking with creation, update, and comment operations
Medium confidenceExposes Gitee issue management through MCP tools, enabling AI assistants to create issues with title/description/labels/assignees, update issue state (open/closed), add comments, and retrieve issue lists with filtering. Implements support for issue labels, milestones, and assignee management, allowing AI agents to participate in issue-driven workflows.
Implements full issue lifecycle operations (create, update, comment) through MCP with support for labels, milestones, and assignees, enabling AI agents to participate in issue-driven development workflows with state management
Provides MCP interface to Gitee issues with full CRUD operations vs GitHub MCP's more limited issue support, includes comment operations and label management
pull request workflow management with merge and review operations
Medium confidenceExposes Gitee pull request operations through MCP tools, enabling AI assistants to create PRs from branches, update PR state (open/closed/merged), add comments/reviews, and retrieve PR lists with filtering. Implements support for PR title/description/labels/reviewers and merge strategy configuration, allowing AI agents to participate in code review and merge workflows.
Implements full PR lifecycle operations (create, update, comment, merge) through MCP with configurable merge strategies and reviewer management, enabling AI agents to autonomously manage code review and merge workflows
Provides MCP interface to Gitee PRs with merge automation support vs GitHub MCP's more limited PR operations, includes explicit merge strategy configuration
file content retrieval and repository browsing
Medium confidenceEnables AI assistants to retrieve file contents from repositories, list directory structures, and browse repository trees through MCP tools. Implements support for retrieving files at specific commits/branches and handling binary vs text file detection, allowing AI agents to analyze code and documentation without cloning repositories.
Provides MCP interface to Gitee file retrieval with branch/commit-specific access and directory listing, enabling AI agents to analyze repository contents without cloning, with explicit handling of text vs binary files
Enables remote file access vs requiring local clones, supports specific commit/branch retrieval that raw API calls require more setup for
user information and notification management
Medium confidenceExposes Gitee user profile operations and notification management through MCP tools, enabling AI assistants to retrieve user information (profile, repositories, followers), manage notifications (list, mark as read), and search for users. Implements support for user search and notification filtering, allowing AI agents to understand user context and manage notification workflows.
Integrates Gitee user and notification APIs through MCP, enabling AI agents to access user context and manage notifications as part of broader workflows, with explicit notification filtering support
Provides MCP interface to Gitee user operations vs raw API calls, includes notification management that most repository-focused MCPs lack
stdio and sse transport protocol support with client integration
Medium confidenceImplements dual transport mechanisms for MCP server communication: stdio (standard input/output) for local/embedded clients and Server-Sent Events (SSE) for networked/web-based clients. Supports integration with multiple MCP-compatible clients (Claude Desktop, Cursor, Cline, Trae) through configuration files and environment variables, enabling flexible deployment across different AI assistant platforms.
Implements both stdio and SSE transports in single server with explicit client integration documentation for multiple platforms (Claude Desktop, Cursor, Cline, Trae), enabling flexible deployment without requiring separate server instances
Dual-transport support provides flexibility that single-transport MCPs lack, with documented integration for multiple client platforms vs generic MCP implementations
configurable gitee instance support with custom base url
Medium confidenceEnables mcp-gitee to connect to any Gitee instance (gitee.com or self-hosted) through configurable base URL settings, supporting enterprise deployments and private Gitee installations. Configuration is managed through environment variables or command-line flags, allowing different server instances to target different Gitee deployments without code changes.
Supports arbitrary Gitee instance URLs through configurable base URL, enabling deployment against self-hosted Gitee installations that most platform-specific MCPs (GitHub, GitLab) don't support
Provides enterprise flexibility for self-hosted Gitee deployments that GitHub MCP lacks, with explicit configuration support for non-gitee.com instances
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
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Best For
- ✓AI assistant developers building Gitee-integrated workflows
- ✓Teams using Gitee as their primary repository platform seeking AI automation
- ✓Organizations deploying AI tools in environments requiring local or networked MCP servers
- ✓Enterprise teams with strict access control requirements
- ✓Multi-tenant deployments serving different user roles
- ✓Security-conscious organizations limiting AI assistant capabilities
- ✓End users deploying mcp-gitee in Claude Desktop or Cursor
- ✓CI/CD pipelines requiring minimal dependency setup
Known Limitations
- ⚠Requires valid Gitee API token for authentication — no OAuth2 flow support
- ⚠Stdio transport limited to single concurrent client per server instance
- ⚠SSE transport requires HTTP/1.1 or HTTP/2 capable infrastructure
- ⚠No built-in rate limiting or request queuing — relies on Gitee API rate limits
- ⚠Whitelist/blacklist is static at server startup — no runtime reconfiguration
- ⚠No role-based access control (RBAC) — binary enable/disable per tool only
Requirements
Input / Output
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About
** - Gitee API integration, repository, issue, and pull request management, and more.
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