MCP server Claude CodeCodexCursor +2
MCP server for Zvec vector database. Runs locally from the zvec-mcp-server Python package.
not rated 9
+2 4mo ago A
tokens not measured
original Apache-2.0
mcp-lightrag
50MCP server Claude CodeCodexCursor +2
MCP Server for LightRAG with smart document upsert capabilities. Runs locally from the mcp-lightrag Python package.
not rated 8 3mo ago A
tokens not measured
original Apache-2.0
codebase-rag
51MCP server Claude CodeCodexCursor +2
Symbol-aware, staleness-tracking RAG over a codebase, exposed over MCP; layers on rag-timetravel. Runs locally from the codebase-rag Python package.
not rated 8 5mo ago A
tokens not measured
gctrl
52MCP server Claude CodeCodexCursor +2
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens. Runs locally from the gctrl-mcp npm package. Needs 3 environment variables to run.
not rated 7 yesterday A
tokens not measured
AGPL-3.0
BjornMelin/qdrant-neo4j-crawl4ai-mcp
MCP server Claude CodeCodexCursor +2
MCP server "qdrant-neo4j-crawl4ai-mcp" as configured in BjornMelin/qdrant-neo4j-crawl4ai-mcp. Runs locally from the qdrant-neo4j-crawl4ai-mcp Python package.
not rated 7 1y ago A
tokens not measured
original MIT
norandom/ragflow-claude-desktop-local-mcp
MCP server Claude CodeCodexCursor +2
MCP server "ragflow-claude-mcp" as configured in norandom/ragflow-claude-desktop-local-mcp. Runs locally from the ragflow-claude-mcp Python package.
not rated 7 18d ago A
tokens not measured
candlekeep
55MCP server Claude CodeCodexCursor +2
RAG knowledge base server with ChromaDB and MCP interface. Runs locally from the candlekeep Python package.
not rated 7 2mo ago A
tokens not measured
GPL-3.0
embedocs-mcp
56MCP server Claude CodeCodexCursor +2
Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs. Runs locally from the embedocs-mcp npm package.
not rated 7 12mo ago A
tokens not measured
original MIT
code-graph
57MCP server Claude CodeCodexCursor +2
MCP server "code-graph" as configured in royisme/codebase-rag. Runs locally from the code-graph Python package.
not rated 7 9mo ago A
tokens not measured
inspeximus
58MCP server Claude CodeCodexCursor +2
The agent memory that takes it back: correct a fact once and the retired value stops coming back, by key, with no LLM in the loop. Long-term memory for AI agents in a zero-dependency single file + MCP server, with value-ranked recall, per-type decay, consolidation, revert, and tamper-evident erasure. Runs locally from…
not rated 6 yesterday A
tokens not measured
original MIT
MCP server Claude CodeCodexCursor +2
One of 2 in .mcp.json
MCP server "gemini-rag-mcp", hosted remotely at localhost, as configured in masseater/gemini-rag-mcp.
not rated 6 7mo ago A
tokens not measured
original MIT
mcp-rag
60MCP server Claude CodeCodexCursor +2
A locally running retrieval-augmented generation service exposed through MCP, a standard way for AI tools to connect to external capabilities. RAG lets an AI find relevant information before generating an answer.
not rated 6 5mo ago A
tokens not measured
MCP server Claude CodeCodexCursor +2
MCP server "rag-anythink-mcp" as configured in serkanyasr/rag-anythink-mcp. Runs locally from the rag-anythink-mcp Python package.
not rated 6 7mo ago A
tokens not measured
original MIT
skill-depot
62MCP server Claude CodeCodexCursor +2
RAG-based skill retrieval system for AI agents. Scalable long-term storage with semantic search via MCP. Runs locally from the skill-depot npm package.
not rated 6 4mo ago A
tokens not measured
original MIT
MCP server Claude CodeCodexCursor +2
Local-first MCP server for intelligent bookmark management with semantic search. Runs locally from the bookmark-lens Python package.
not rated 6 9mo ago A
tokens not measured
original MIT
MCP server Claude CodeCodexCursor +2
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation. Runs locally from the @ethora/mcp-server npm package. Needs 5 environment variables to run.
not rated 6 3d ago A
tokens not measured
original MIT
mcp-rag
65MCP server Claude CodeCodexCursor +2
A locally running retrieval-augmented generation (RAG) service. RAG helps an AI find relevant information from a knowledge collection before answering.
not rated 6 9mo ago A
tokens not measured
ragmap
66MCP server Claude CodeCodexCursor +2
DEPRECATED: hosted backend discontinued; npm package deprecated. Formerly a retriever-MCP finder. Runs locally from the @khalidsaidi/ragmap-mcp npm package.
not rated 6 8d ago A
tokens not measured
original MIT
MCP server Claude CodeCodexCursor +2
MCP server "danbooru-rag-mcp" as configured in Zaozaotvk40/danbooru-rag-mcp. Runs locally from the danbooru-rag-mcp Python package.
not rated 6 7mo ago A
tokens not measured
rag-mcp
68MCP server Claude CodeCodexCursor +2
This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.
not rated 5 12d ago A
tokens not measured
original MIT
ragalgo
69MCP server Claude CodeCodexCursor +2
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets. Runs locally from the ragalgo-mcp-server npm package.
not rated 5 7mo ago A
tokens not measured
adam-hanna/semantic-search-mcp
MCP server Claude CodeCodexCursor +2
MCP server "semantic-search" as configured in adam-hanna/semantic-search-mcp. Launched with semantic-search-mcp.
not rated 5 8mo ago A
tokens not measured
original MIT
ragforge
71MCP server Claude CodeCodexCursor +2
MCP server "ragforge" as configured in LuciformResearch/ragforge. Runs /home/luciedefraiteur/LR_CodeRag/ragforge/packages/cli/dist/esm/index.js with node.
not rated 5 7mo ago A
tokens not measured
mcp-rag
72MCP server Claude CodeCodexCursor +2
A locally run MCP-based retrieval-augmented generation service. Retrieval-augmented generation, or RAG, lets an AI use information retrieved from a separate knowledge source when generating answers.
not rated 5 1y ago A
tokens not measured