MCP-LLM Bridge
Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools
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AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和…
Basic Memory
Knowledge management system that builds a persistent semantic graph in markdown, locally.
Polygon.io MCP Server
Access real-time and historical financial market data from Polygon.io's API.
Fastcrw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API…
Piia Engram
Persistent AI memory across tools — remember your preferences, code standards, and decisions across Claude Code, Cursor, Codex, and any MCP tool. Local-first…
Memory Service
Integrates with ChromaDB using sentence transformers for efficient text embedding, enabling semantic search and content recommendation via websocket…
Pluggedin App
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP)…
OpenRouter Agents MCP Server
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research…
MCP Excel Reader
Integrates with Excel files to enable efficient processing and analysis of large spreadsheet datasets through automatic chunking and pagination.
Gemini Context MCP Server
MCP server for Cursor that leverages Gemini's much larger context window to enhance the capabilities of the AI tools
KnowledgeGraph MCP Server
MCP server for enabling persistent knowledge storage for Claude through a knowledge graph with multiple storage backends and fuzzy search
Simplenote Mcp Server
A server to connect and manage your Simplenote notes within Claude Desktop.
Context Mem
Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero…
Grok FAF
Persistent Project Context for xAI Grok — IANA-registered .faf format · MCP server on a URL
Faostat Mcp
MCP server that exposes the full FAOSTAT API as tools for AI assistants — query UNFAO Food & Agriculture Statistics in natural language via Claude, Cursor, or…
Zig MCP Server
Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code…
VMware ESXi
Provides a RESTful API for complete VMware ESXi/vCenter environment management including VM lifecycle operations and real-time performance monitoring through…
VibeCoderMCP
Guides LLMs through structured software development workflows with feature clarification, PRD generation, and phase-based tracking using a hybrid document…
Redis
Bridge to Redis databases, enabling fast in-memory data operations for AI workflows.
Elasticsearch Knowledge Graph
Elasticsearch-based knowledge graph that tracks access patterns to prioritize recent, important, and frequently accessed information with advanced search…
Protonmail
Enables sending emails through Protonmail's SMTP service with support for multiple recipients, CC/BCC functionality, and both plain text and HTML content.
Code Runner
Executes code snippets in isolated Docker containers with resource limits and security controls for safe testing and debugging across multiple programming…
FitLLM
Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Remote server: https://fitllm.run/api/mcp