"Current Weather in Beijing" matching MCP servers:

Provides MCP tools for reading the ant-design GitHub repository (repository info, directory listings, file contents) and for querying US weather alerts and forecasts via the National Weather Service API.

A proof-of-concept MCP server that scopes GitHub tools to the current repository without filesystem access, using MCP roots to carry the repo identity.

Audits coding agents' claimed actions against the actual Git working tree, blocking completion if any claimed changes are unverified.

Quilt gives every AI agent line-level authorship in a shared Git checkout, so multiple agents work in one repo, and each commits only its own lines, with symbol-level claims that block collisions before any bytes change.

Enables detection and resolution of Git merge conflicts in repositories through MCP, providing tools to identify conflicting files and assist with conflict resolution workflows.

Makes git commits on behalf of AI by appending "(aider)" to the committer's name, allowing tracking of AI contributions in your codebase.

Extracts today's Git commit history and code changes from a local repository, filtering by the current user and excluding merge commits, for integration with MCP clients like Claude Desktop.

Enables AI agents to plan and implement work as numbered Markdown initiative files inside a git repository, coining collision-free numbers, tracking status and cross-collection dependencies, and running design-review, implement, and complete prompts. It also keeps collection READMEs current by regenerating tables, Mermaid dependency graphs, and a themes index.

A dynamic Azure DevOps MCP server that automatically switches authentication context based on the current working directory, enabling seamless integration with multiple Azure DevOps organizations and projects.

Provides comprehensive Git functionality to MCP clients, enabling users to manage repositories through operations like commits, diffs, and branch management via natural language. It automatically detects the current working directory and supports multi-project workflows across different local environments.

A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL, GitHub) with unified permission, security, and auditing, enabling secure data access and tool execution.

Enables LLMs to search and read files in local and GitHub repositories, analyze pull request diffs, and grep code content with built-in security protections.

A specialized MCP server for in-depth analysis of git repositories, offering tools for branch overview, time period analysis, file changes, and merge recommendations.

Kin is an open-source code repository for people and AI agents. It versions code and recorded relationships together.

Enables code reviews, implementation planning, and pull request generation for AI agents in IDEs like Cursor and Windsurf.

Enables agents to search, read, create, edit, move, delete, and undo notes in an Obsidian vault through ten typed MCP tools, over stdio or streamable HTTP with OAuth.

A free, local room where multiple MCP-compatible AI coding agents collaborate on one codebase — collisions prevented, human in command.

Enables MCP hosts to batch known repository reads, literal searches and Git inspections, summarize noisy command output into compact diagnostics, and recover captured stdout/stderr bytes through bounded, expiring evidence receipts. Optional guarded TypeSafe decisions select among validated candidate actions or escalate to the current host, while deterministic local reads run without a key and never send repository contents externally.

Analyzes git changes in repositories and generates conventional commit messages using OpenAI's GPT models, supporting both staged and unstaged changes with detailed summaries.

Enables an assistant to work inside gitlab.com projects as the signed-in user: issues, merge requests, code reviews, repositories, CI pipelines and job logs, plus optional gated toolsets for wiki, snippets, releases, planning, deployments and activity. It authenticates through a user-supplied OAuth application with the token kept in the OS keyring, and registers only the tools that are switched on.