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Official Qdrant MCP server for vector database operations, enabling AI agents to manage collections, upsert points, and...
Full-stack TypeScript and Python toolkit for building MCP servers, clients, and interactive MCP Apps for agents such as...
Official MCP server for Perplexity AI search, providing AI agents with real-time web search results augmented with citat...
Hosted MCP service that turns any GitHub repository or GitHub Pages site into an agent-readable documentation and code c...
MCP server for Tavily AI search API, optimized for AI agent use with structured search results, content extraction, and...
Bridges MCP tools into the LangChain/LangGraph ecosystem, letting you use any MCP server as a LangGraph agent tool with...
Iteratively reviews and fixes Claude Code skill quality issues until they meet standards. Runs automated fix-review cycl...
Official Atlassian MCP server connecting AI agents to Jira and Confluence via SSE transport, enabling issue tracking, pr...
Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall
Paid remote MCP for agent code search routing MCP, structured receipts, audit logs, and reviewer-rea
Agent-first task marketplace MCP — discover, claim, and deliver paid workspace tasks.
Query AI agent profiles, trust scores, verifications, and marketplace jobs on AgentFolio.
Global B2B intelligence for AI agents: 35M+ companies, 1.6M sanctions, KYB pack. 78 tools.
MCP server for GroupDocs.Comparison — compare documents and inspect source info via AI agents.
Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.
Multi-agent MCP platform for data centers and critical power.
The canonical Python stdlib oracle for AI coding agents — always free, always MIT, token-frugal.
MCP server for Airtable that lets AI agents list bases, read records, create rows, and perform CRUD operations on Airtab...
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
Official Mapbox MCP server providing AI agents with geocoding, routing, directions, and map data access for location-bas...