polycodegraph
Multi-language code-graph MCP server with 18 tools (find_symbol, callers, callees, blast_radius, dataflow_trace) for AI assistants — local-first, no API key…
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Web Researcher MCP
Production-grade MCP server for web search, content extraction, and multi-source research — 8 tools, 5 search providers with automatic failover, 4-tier…
Claude Deep Research
Extends research capabilities by providing unified access to web and academic information through DuckDuckGo and Semantic Scholar integrations, enabling…
BracketBot Multi-Robot Control
Enables simultaneous control of multiple robots through a unified interface for movement, sound playback, camera access, and status monitoring with precise…
RAG-MCP Pipeline Research
A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.
Ilograph MCP Server
# Ilograph MCP Server A comprehensive Model Context Protocol (MCP) server for automated Ilograph diagram generation from codebases. This server analyzes source…
Searchpin — Free Web Search for AI Agents
Zero-cost web search for AI agents — multi-engine parallel search, semantic re-ranking, zero API keys. Works natively within China's network, no proxy/VPN…
MCP-of-MCPS
MCP of MCPs is a meta-server that merges all your MCP servers into a single smart endpoint. It gives AI agents instant tool discovery, selective schema…
MyAITwin MCP
Personal knowledge twin with semantic search. Store voice notes, documents, URLs, principles, and skills from any AI chat, then retrieve them with inline…
Better Fetch
A powerful Model Context Protocol (MCP) server that intelligently fetches and processes web content with nested URL crawling capabilities. Transform any…
Recon
Recon indexes your codebase into a knowledge graph and exposes it via 14 MCP tools. AI agents get dependency mapping, blast radius analysis, safe multi-file…
Magic Lane MCP Server
The [Magic Lane MCP Server](https://developer.magiclane.com/docs/guides/mcp-server/) empowers AI agents with advanced geospatial intelligence. Built on [Magic…
Ummon
The semantic layer for software engineering: Connect code to meaning, build on understanding
Agentmemory
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase +…
Waymark — shared procedural-knowledge network for AI agents
Collective procedural-knowledge network for AI agents — the shared route map of the agent economy. Before attempting a non-trivial task (API integration…
Cursor Memory MCP
The Cursor Memory MCP Server provides a powerful tool to assist in coding with cursor, enpower cursor to operate with memory, make coding taste much more…
MemCP - Memory Context Protocol for AI Agents
A memory MCP for IDE AI agent context support based on the mcp_server example by Zep AI
🗒️ MCP-Server: AI Sticky Notes
# 🗒️ MCP-Server: AI Sticky Notes MCP-Server is a lightweight and modular Python server that allows you to **create**, **read**, and **summarize** sticky notes…
PLUR
AI agents start every session with amnesia — you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them…
Spring Boot AI
Spring Boot AI is a sample application demonstrating how to build an AI agent using Spring AI, the Model Context Protocol (MCP), and Retrieval Augmented…
Imagin.studio Api Docs
# IMAGIN.studio API Docs MCP Server Give your AI coding assistant instant access to the full [IMAGIN.studio](https://www.imaginstudio.com/)…
Agentberg
Agent-to-agent knowledge exchange for trading intelligence — publish empirical findings, vote on quality, earn reputation, and unlock higher-credibility…
remoteopenclaw
An MCP server and CLI that lets any AI agent search 13,870+ MCP servers, 4,384+ agent skills, and plugins and get back install commands - no API key.
Knowledge Raven
Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, Dropbox, or Google Drive — any AI agent searches them via MCP.