Heuresis
# @heuresis/mcp A Model Context Protocol (MCP) server that exposes a Heuresis workspace to any MCP-capable client (Claude Desktop, Claude Code, Cursor…
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mcp-server-for-rag
# RAGのためのMCPサーバーマイクロサービス群 WebページをクロールしてElasticsearchに保存し、Claude Desktop や Cline から検索できるようにするMCPサーバーです。 Dockerだけで完結するため、ローカル環境を汚さずにすぐにRAG（検索拡張生成）を試すことができます。…
MCP Server for Up-to-Date Library Documentation
# MCP Server for Up-to-Date Library Documentation [](https://www.python.org/)…
SerpApi MCP Server - Python
<html> <head> <meta name="google-site-verification" content="7IUYOCgEkfkiWIEriwc2wXkKfrWOHg2SzPp8BKGEh7g" /> </head> </html> # SerpApi MCP Server - Python A…
Weather Alerts & Forecasts
Integrates with OpenWeather to retrieve and provide weather data.
Aerith Admin (RBAC Dashboard)
Implements a structured 5-step development workflow for building RBAC dashboard applications using FastAPI, Git integration, and browser automation capabilities
Oboyu (覚ゆ)
Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank
PubFi MCP
Public docs, examples, and agent-readable integration guides for PubFi's agent-native crypto data layer.
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 +…
MCP Server: Memory
# MCP Server: Memory [](https://www.npmjs.com/package/mcp-server-memory) [
Ember Memory
Preserves the emotional texture of human-AI conversations across sessions through real-time experiential annotation — temperature, authenticity, shifts…
Cairn
Persistent memory for agents and humans. Semantic, episodic and frictionless via an automated three tier capture.
Voyageai Cli
MCP server for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search. Provides 11 tools for semantic search, document ingestion, cost estimation…
Hypabase
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
Fetch Agents
AI-powered code analysis and context optimization tools. Slim large code files to relevant sections (save 60-80% tokens), compress text, analyze conversations…
MCP Knowledge Base Reader
MCP server for reading JSON knowledge bases without modifications
MCP Documentation Server
MCP Documentation Server is a smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop…
Text Summarizer
Text Summarizer condenses long-form content into structured, actionable summaries so AI agents and applications can work with information faster and at lower…
Wikijs Mcp Server
Model Context Protocol (MCP) server for Wiki.js integration via GraphQL API.
semantic-search-mcp-server
# semantic-search-mcp-server A Model Context Protocol (MCP) server built with mcp-framework for enhancing Claude Desktop with semantic search capabilities. ##…
Forge
Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent…
🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
Packforai Mcp
LLMs give wrong answers from documents because the extracted text is broken: split words, lost tables, page furniture, and scanned pages that come out empty…
Mcp Server For Themeparks.wiki
This project provides a Model-Context-Protocol (MCP) server that interfaces with the ThemeParks.wiki API. It allows users to access real-time and static data…