rag mcp servers

156 tagged rag, measured the same way as everything else here.

Browse within: python 24embeddings 14self-hosted 11agent-memory 10semantic-search 10knowledge-base 9local-first 7typescript 7vector-search 7Prompt Injection 6chromadb 6fastapi 6fastmcp 6Connectors 5

shadcn

01

Shubhamsaboo/awesome-llm-apps

MCP server Claude CodeCodexCursor +2

Add components to your apps. Runs locally from the shadcn npm package.

135k 2d ago A tokens not measured original Apache-2.0

mem0

02

mem0ai/mem0

MCP server Claude CodeCodexCursor +2

MCP server "mem0", hosted remotely at mcp.mem0.ai, as configured in mem0ai/mem0.

64k 3d ago A tokens not measured original Apache-2.0

honcho

03

plastic-labs/honcho

MCP server Claude CodeCodexCursor +2

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens. Remote server at mcp.honcho.dev.

6.9k 2d ago A tokens not measured AGPL-3.0

search

04

airweave-ai/airweave

MCP server Claude CodeCodexCursor +2

MCP server for searching Airweave collections with natural language queries. Runs locally from the airweave-mcp-search npm package. Needs 3 environment variables to run.

6.6k 2mo ago A tokens not measured original MIT archived

reme

05

agentscope-ai/ReMe

MCP server Claude CodeCodexCursor +2

MCP server "reme", hosted remotely at 127.0.0.1, as configured in agentscope-ai/ReMe.

3.4k 3d ago A tokens not measured original Apache-2.0

html-to-markdown

06

xberg-io/html-to-markdown

MCP server Claude CodeCodexCursor +2

MCP server "html-to-markdown" as configured in xberg-io/html-to-markdown. Launched with ./scripts/mcp-launch.sh mcp.

860 3d ago A tokens not measured original MIT

haiku-rag

07

ggozad/haiku.rag

MCP server Claude CodeCodexCursor +2

Local-first agentic RAG with citations - hybrid search, reranking and multimodal retrieval over your own documents, no database server required. Runs locally from the haiku-rag Python package.

585 4d ago A tokens not measured original MIT

mcp-local-rag

08

shinpr/mcp-local-rag

MCP server Claude CodeCodexCursor +2

Easy-to-setup local RAG server with minimal configuration. Runs locally from the mcp-local-rag npm package. Needs 8 environment variables to run.

377 2d ago A tokens not measured original MIT

veritasgraph

09

bibinprathap/VeritasGraph

MCP server Claude CodeCodexCursor +2

The first zero-trust, air-gapped Enterprise GraphRAG server for the Model Context Protocol (MCP). Runs locally from the veritasgraph-mcp Python package. Needs 3 environment variables to run.

313 yesterday A tokens not measured

mcp-victoriametrics

10

VictoriaMetrics/mcp-victoriametrics

MCP server Claude CodeCodexCursor +2

MCP server "mcp-victoriametrics" as configured in VictoriaMetrics/mcp-victoriametrics. Runs in Docker (ghcr.io/victoriametrics/mcp-victoriametrics:1.20.2). Needs 7 environment variables to run.

225 9d ago A tokens not measured original Apache-2.0

mengram

11

alibaizhanov/mengram

MCP server Claude CodeCodexCursor +2

MCP server "mengram", hosted remotely at mengram.io, as configured in alibaizhanov/mengram.

190 4d ago A tokens not measured original Apache-2.0

mcp-server

12

BingoWon/apple-rag-mcp

MCP server Claude CodeCodexCursor +2

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients. Remote server at mcp.apple-rag.com.

116 1mo ago A tokens not measured original MIT

ask-various-llms

13

Nayjest/ai-microcore

MCP server Claude CodeCodexCursor +2

MCP server "ask-various-llms", hosted remotely at 127.0.0.1, as configured in Nayjest/ai-microcore.

108 5d ago A tokens not measured original MIT

basemind

14

Goldziher/basemind

MCP server Claude CodeCodexCursor +2

MCP server "basemind" as configured in Goldziher/basemind. Runs const fs=require("fs"),p=require("path"),o=require("os"),u=require("url"),c=p.join(process.env.BASEMIND_CODEX_HOME||process.env.CODEX_HOME||p.join(o.homedir(),".codex"),"plugins","cache"),s=fs.readdirSync(c,{withFileTypes:true}).flatMap(m=>{const…

91 6d ago A tokens not measured original MIT

velesdb-memory

15

cyberlife-coder/VelesDB

MCP server Claude CodeCodexCursor +2

MCP server "velesdb-memory" as configured in cyberlife-coder/VelesDB. Launched with https://github.com/cyberlife-coder/VelesDB/releases/download/velesdb-memory-v0.9.

90 yesterday A tokens not measured

codealive-mcp

16

CodeAlive-AI/codealive-mcp

MCP server Claude CodeCodexCursor +2

MCP server "codealive-mcp" as configured in CodeAlive-AI/codealive-mcp. Runs in Docker (ghcr.io/codealive-ai/codealive-mcp:3.0.3). Needs 1 environment variable to run.

88 15d ago A tokens not measured original MIT

supabase

17

YanpengQi7/ai-reliability-copilot

MCP server Claude CodeCodexCursor +2

Supabase's hosted MCP server: lets the agent manage projects, tables, SQL and migrations. Remote server at mcp.supabase.com.

83 2mo ago A tokens not measured

webfetch

18

firish/webfetch

MCP server Claude CodeCodexCursor +2

MCP server "webfetch" as configured in firish/webfetch. Runs locally from the webfetch-llm@latest Python package.

55 1mo ago A tokens not measured original MIT

omniseek

19

Battam1111/omniseek

MCP server Claude CodeCodexCursor +2

Your agent seeks what search can't find. A self-hosted perception MCP server that transcribes speech, reads behind logins, sees images and video frames, crosses languages, and remembers. Runs locally from the omniseek Python package.

47 yesterday A tokens not measured original Apache-2.0

cicada

20

wende/cicada

MCP server Claude CodeCodexCursor +2

Code Intelligence MCP for 15 languages. Runs locally from the cicada-mcp Python package.

40 1mo ago A tokens not measured original MIT

magpie-search

21

xfloukiex-lab/magpie-search

MCP server Claude CodeCodexCursor +2

Local-first search tool for Claude Code session transcripts — hybrid keyword + semantic search, with optional multi-source (federated) trust-tagged search. Runs locally from the magpie-search Python package.

28 22d ago A tokens not measured original Apache-2.0

nexo

22

wazionapps/nexo

MCP server Claude CodeCodexCursor +2

MCP server "nexo" as configured in wazionapps/nexo. Runs ${CLAUDE_PLUGIN_ROOT}/src/server.py with ${CLAUDE_PLUGIN_DATA}/.venv/bin/python3. Needs 2 environment variables to run.

27 1mo ago A tokens not measured archived

playwright

23

tale-project/tale

MCP server Claude CodeCodexCursor +2

Lets the agent drive a real browser: open pages, click, type, take screenshots and read the accessibility tree, using Playwright. Runs locally from the @playwright/mcp npm package.

23 yesterday A tokens not measured original MIT

convex

24

tale-project/tale

MCP server Claude CodeCodexCursor +2

Client for the Convex Cloud. Runs locally from the convex npm package.

23 yesterday A tokens not measured original MIT