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Connect your AI agents to GitHub — manage repos, issues, PRs, workflows, and more
Explore GitHub repository documentation by topic to quickly understand any project. Open pages on demand and ask questions to get concise answers. Find what you need faster across complex wikis.
Search millions of public GitHub repositories for real-world code patterns and API implementations. Find production-ready examples of syntax, configurations, and library integrations to improve your development workflow. Discover exactly how other developers solve specific programming challenges using powerful literal and regular expression searches.
Search and retrieve documentation from GitHub repositories and the web to find technical answers quickly. Transform complex web pages into clean markdown for efficient reading and analysis. Simplify library research by using specific repository identifiers for targeted documentation access.
Lookup tool for AI coding agents: 'find me a Rust crate that does X', 'show top StackOverflow answers for this error', 'is there an npm package newer than Y for parsing Z'. Combines five developer-data sources behind one MCP server so coding agents don't need five separate integrations.
Gives your AI access to the source code of all public github repos. Plug and Play: Compatible with all popular coding agents and MCP clients, ready to use out of the box Skill and MCP: Both Skill and MCP are provided, connect with either option Docs Integration: Automatically recognizes docs repo and provides them along with the main repo when accessed
Repo-to-RAG is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: GitHub repository vectorizer and context synthesizer for RAG pipelines. Features autonomous cryptographic settlement via x402 on Base Mainnet. Fee: $0.25 USDC per execution.
Independent security review for AI-built apps. Watch a GitHub repo. Never a patch.
Trending GitHub repos: new & rising daily. $0.01/query. Register in-session — free testnet funds.
Drop-in read-only replicas of GitHub, Jira, Slack and 18 more, preloaded with one fake company. Test an AI agent against GitHub, GitLab, Bitbucket, Azure DevOps, Jira, Linear, Slack, Microsoft Teams, Sentry, PagerDuty, Statuspage, CircleCI, Buildkite, Zendesk, Salesforce, HubSpot, Anthropic, OpenAI, ChatGPT, Cursor and Devin without a test account. One simulated engineering company whose references resolve across every provider, and pinned snapshot hosts that give the same answer every run. No configuration needed: anonymous use is 60 requests an hour per address. A free key from https://sandboxapis.dev/login raises it to 600 and adds opt-in scratch writes; send it as the header Authorization: Bearer sklive.... Call orient first. Source (MIT): https://github.com/driftwork-llc/sandboxapis-mcp. Docs: https://sandboxapis.dev/docs/mcp
MMW (Managed Memory Workspace) provides a high-performance, persistent memory and knowledge layer for autonomous AI agents. Key Features: Sub-2ms Retrieval: Instant semantic search and fact retrieval across historical sessions. Strict Tenant Isolation: Per-workspace cryptographic data separation and permission boundaries. Provenance & Verification: Audit trails, source revision tracking, confidence scoring, and conflict reconciliation. Multi-Client Ready: Native compatibility with Claude Desktop, Cursor, Zed, and custom LLM workflows via Streamable HTTP.
GitDiagram turns public GitHub repositories into architecture diagrams. Its three read-only tools return a repository's architecture explanation, main components with their source paths, how they connect and Mermaid source (getrepositorydiagram), search the existing diagrams by owner or repository name (findrepositorydiagrams), and return an existing explainer video's link and transcript (getexplainervideo). No sign-in or API key.
Manage Jade Hosting projects from your AI client. Sign in with your Jade account to inspect projects and usage, deploy from GitHub or a ZIP upload, track deployments, start and stop projects, and manage custom domains on paid plans.
Direct Astryx-Components (Facebook) official documentation delivered via MCP server, improves agentic/autonomous coding capabilities for developers who want to integrate the recently open-sourced 'Astryx' component library.
Ranks your GitHub org's Actions workflows by real compute cost and suggests pasteable fix diffs, confirmed against your run history. Ranking + 1 fix free; rest is $39 one-time
Writes your daily standup from GitLab or GitHub merge request state: what's ready, blocked or waiting on your review — and why a pipeline is red, read straight from the failing job log. Sign in with GitHub, gitlab.com or your company's self-hosted GitLab; no API keys. Optionally posts the note to Slack, Discord or Google Chat.
Search 610 open-source AI agent tools ranked by recent GitHub activity (30-day star growth, 90-day commits, releases, issue response time) and npm/PyPI downloads, refreshed daily. Remote server, no auth needed. Tools searchtools — find tools for a job, ranked by relevance, then GitHub activity gettool — stars, 30-day growth, capabilities, limitations, best for getalternatives — open-source alternatives with their stats submittool / getsubmissionstatus — list a tool and follow its review recommenddirectories — launch directories that fit a product type (top 5 free) nextdirectory, reportresult, myprogress — Submit Kit tools (key required) Prompts comparetools(toola, toolb) — side-by-side table findalternatives(tool) — alternatives ranked by live activity launchplan(producttype, product_url?) — where to list a new product Resources agentoolrank://about — how the ranking works agentoolrank://top-tools — curren
