🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
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Rag Starter
# rag-starter — chat with your documents (RAG), with citations A production-ready starter that turns a folder of documents into a **cited Q&A service**. Drop…
MCP.science: Open Source MCP Servers for Scientific Research 🔍📚
A collection of open-source MCP servers designed for scientific research applications.
Blue Prince Architect Notes (MCP Server)
MCP Server for local notes while playing through Blue Prince
Perf MCP
Fact-check and fix AI outputs. MCP server for hallucination detection, schema validation, and output correction.
Ones Wiki Mcp Server
A Spring AI MCP-based service for retrieving ONES Wiki content and converting it to AI-friendly text format.
MCP Server
MCP server that provides tools for metadata retrieval from SharePoint and entity retrieval from a Neo4j knowledge graph using semantic similarity search.
Notion MCP Server
An MCP server for the Notion API, allowing language models to interact with Notion workspaces.
drupal-modules-mcp MCP Server
Model Context Protocol (MCP) servers for Drupal development. Includes tools for querying Drupal.org module. Seamlessly integrates with Cline and other…
Apache AGE MCP
MCP server for Apache AGE graph databases on PostgreSQL. **21 MCP tools** — the most comprehensive Apache AGE MCP server (graph CRUD, Cypher queries, batch…
Remembra
Persistent memory layer for AI agents with entity resolution, PII detection, AES-256-GCM encryption at rest, and hybrid search. Self-hosted. 100% on LoCoMo…
McpDocServer
An MCP-based server for searching and retrieving development framework documentation, supporting crawling and local file loading.
Cursor Chat History Vectorizer & Dockerized Search MCP
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama
EVC Team Relay MCP
Read, search, and write Obsidian vault notes via Team Relay collaborative server. Supports shared folders and real-time sync.
Documentación del TFG: Interconexión entre Espacios de Datos e Inteligencia Artificial Generativa
Diseño e Implementación de interconexión entre LLM y Espacios de Datos mediante Model Context Protocol (MCP)
Spoken
Podcast transcript API — turn any published podcast into clean Markdown with real speaker names. Built for AI agents.
Alaya Memory Engine
A local memory engine for AI agents. Stores conversation episodes, consolidates knowledge through a neuroscience-inspired lifecycle, and builds a personal…
Cairn
Persistent memory for agents and humans. Semantic, episodic and frictionless via an automated three tier capture.
Voidfeed
Structured knowledge API for AI agents — fractal knowledge graphs, signal datasets, authority evidence reviews, open problems, and capability specs…
Ref
Up-to-date documentation for your coding agent. Covers 1000s of public repos and sites. Built by [ref.tools](https://ref.tools/)
GrowthBook
Create and read feature flags, review experiments, generate flag types, search docs, and interact with GrowthBook's feature flagging and experimentation…
NeoCoder: Neo4j-Guided AI Coding Workflow
An MCP server allowing AI assistants to use a Neo4j knowledge graph as their primary, dynamic instruction manual and long term project memory with adaptive…
Markdown Rules
The portable alternative to Cursor Rules and IDE-specific rules.
QED
Scores your writing against quality profiles — per-trait breakdown, deterministic, sub-second. No auth required.