Context7
Verified · 30 days agoUp-to-date code docs for any prompt
Git forges, CI, error trackers, code intelligence. The category where MCP earns its keep fastest — an agent that can read your issues, your CI logs and your stack traces stops asking you to paste things.
Up-to-date code docs for any prompt
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.
Validate oh-my-posh configurations and segment snippets against the official schema.
Compile code with thousands of compilers, inspect the assembly, and share godbolt.org links
Architecture diagrams, explanations and Mermaid source for public GitHub repositories.
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.
XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
An MCP server giving access to Grafana dashboards, data and more.
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
A Model Context Protocol (MCP) server for NuGet.
Automate the Unreal Editor (UE 5.0-5.8): levels, Blueprints, UI, materials, VFX and more.
MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.
Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.
MCP server providing Prometheus metrics access and PromQL query execution for AI assistants
Coordinate parallel coding agents, above Git
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
Index your codebase. AI searches instead of re-reading files. 94% token savings.
Give your AI agents trusted access to the full Postman platform.
Packmind captures, scales, and enforces your organization's technical decisions.
Search Apollo docs, specs, and best practices
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DAP, screenshots.
Enables AI assistants to interact with Demo Time and helps build presentations and demos.
Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more.
Self-hosted MCP gateway: turn any API, database or MCP server into AI connectors — no code.
An MCP server that stores Copilot customizations from the Awesome Copilot repository
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
Persistent memory + git snapshots for Claude Code. Never lose context or code.
Sonatype component intelligence: versions, security analysis, and Trust Score recommendations
Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens
An MCP server for Apache Airflow
MCP server for Instagit — AI-powered Git repository analysis for coding agents
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker
Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
HTTP MCP Server for comprehensive Python vulnerability scanning and security analysis.
GitLab MCP (Model Context Protocol) server for AI agents
Auto-download & launch https://github.com/LinuxSuRen/atest-mcp-server
MCP server for real-time LLM API documentation — stop hallucinations
MCP server for PR code review, commit messages, changelogs, and secret detection.
Generate a ServiceBricks C# .NET microservice as a ZIP file.
MCP server for AI-assisted coding with development history: git, tests, Copilot.
MCP server for npm package management, security analysis, and compatibility checking
Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards.
Parse JavaScript error stack traces back to original source code using source maps
MCP server for managing Docker containers, images, networks, volumes, and registries
Execute commands in visible VSCode terminal tabs with output capture and session reuse.
DEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead.