A
licenseA
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maintenanceEnables AI agents to analyze employee GitHub activity including PRs, code reviews, comments, and contributions across repositories with time-range filtering for performance assessment and impact analysis.
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"Exploring AI Tools and Resources on GitHub" matching MCP servers:
- AlicenseBqualityFmaintenanceExposes OpenClaw tools (web search, page fetching, browser automation, PDF analysis, messaging, inter-agent communication, Canvas) as MCP tools for ACP agents.71The Unlicense
- AlicenseNot gradedqualityAmaintenanceA passive MCP server that exposes a toolbox of executable tools (shell, network, HTTP, AI search, SSH, S3 file operations) to autonomous agents via Streamable HTTP, with strong security features including Docker sandboxing and WAF.2Apache 2.0
- AlicenseNot gradedqualityCmaintenanceTransforms any API into an intelligent MCP agent in seconds, enabling natural language interaction with APIs through the Model Context Protocol.15Apache 2.0
- AlicenseNot gradedqualityDmaintenanceA Model Context Protocol server that enables LLM agents to manage GitHub repositories, issues, pull requests, branches, files, and releases through a standardized interface.4528Apache 2.0
- FlicenseNot gradedqualityCmaintenanceAn MCP (Model Context Protocol) server implementation using HTTP SSE (Server-Sent Events) connections with built-in utility tools including echo, time, calculator, and weather query functionality.2
- FlicenseNot gradedqualityDmaintenanceA Python-based MCP server that provides coordinate conversion between latitude/longitude and UTM/TWD97, along with various civil engineering calculation tools for LLM and AI application integration.3
- AlicenseAqualityBmaintenanceMulti-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)2450570MIT
- AlicenseAqualityAmaintenanceEnables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.116MIT
- AlicenseAqualityCmaintenanceEnables terminal AI coding assistants to interact with web AI chat services through browser automation, supporting multiple platforms like Doubao and ChatGPT.310MIT
- AlicenseAqualityCmaintenanceAn MCP server that exposes 43 domain tools behind 4 meta-tools, applying guardrails such as budgets, rate limits, schema validation, human-in-the-loop confirmation for mutations, PII redaction, and an append-only audit log while reducing context window usage.4MIT
- FlicenseAqualityCmaintenanceEnables a host AI agent to trigger a multi-agent debate, running N-rounds where agents critique each other's answers, then synthesizes a consensus recommendation with ranked options.3
- FlicenseAqualityBmaintenanceA production-grade MCP server that provides a centralized microservice toolkit for LLM agents, enabling web search and extensible tool integration.1
- AlicenseAqualityAmaintenanceProvides AI-aware failover for Mihomo proxy on macOS by validating real OpenAI paths and switching proxy groups after verified hard failures. It offers a local stdio MCP server for diagnostics, status, and safe management of the AI proxy group.20MIT
- FlicenseBqualityCmaintenanceMCP server that gives AI coding agents (Claude Code, Cursor, Cline, etc.) access to multiple AI models through Antigravity CLI and OpenAI Codex CLI, enabling mid-conversation model consultation and code review.8
- AlicenseBqualityFmaintenanceEnables AI assistants to intelligently select and switch between different AI models (OpenAI, Anthropic, etc.) within the same conversation based on task requirements. Provides a unified interface for accessing multiple AI providers through a single MCP tool.134MIT
Runbook AI MCP Serverofficial
AlicenseBqualityCmaintenanceMCP server that provides browser automation capabilities through a Chrome extension, enabling terminal-based agents to interact with any website via a live browser session with optimized context.15543Apache 2.0
Erstan Agent Tools Betaofficial
AlicenseNot gradedqualityBmaintenanceEnables building, optimizing, reviewing, and running AI agents and skills, plus managing authorized work items, in Erstan's QA environment via OAuth-authenticated MCP.Apache 2.0- AlicenseNot gradedqualityBmaintenanceA deterministic MCP tool-list relay that lets operators filter tools by include/exclude rules and exposes a filtered stdio MCP server to local clients.MIT
- AlicenseNot gradedqualityDmaintenanceHosted open-source AI apps callable by agents over MCP, enabling multi-model comparisons with real metered costs and skills like PDF translation, deep research, slide generation, and direct model queries.348MIT