RAG MCP servers
RAG MCP servers indexed by Conduid, ranked by trust score. 7.9K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Microapi
Schema-less JSON Storage REST API
GROQ
This project implements a suite of AI tools built on the Machine Communication Protocol (MCP) framework. Each tool leverages large language models through a client-server architec…
Doc Indexer MCP
Local document indexer MCP server for semantic search over PDF, Excel, SQL, Markdown, and HTML files using Qdrant and Voyage AI embeddings.
EVE ESI Tool
An MCP server that integrates EVE Online's ESI API with AI assistants to enable natural language interaction with character data, market information, and assets. It provides 22 to…
nullptr-z/code-rag-golang
so AI editors know exactly what code is affected before making changes.
MCP-MySQL-Ops
Monitor MySQL instances, inspect schemas, and track performance. Diagnose slow queries, locks, and connection issues to keep databases healthy. Explore databases, tables, users, a…
Diagrams
A local/remote MCP server for generating infrastructure and architecture diagrams as code using the Python [diagrams](https://diagrams.mingrammer.com/) library ## Features **5 D…
Neuraltrace
Browser memory for AI agents. Save anything you browse. Every AI remembers it. MCP-native.
Aitherflow Knowledge
MCP server for RAG knowledge base search — local embeddings (fastembed/ONNX) + vector search (LanceDB)
Wdttg Tui
Terminal time tracker for freelancers — infinite vertical timeline TUI + MCP server, all backed by plain markdown files.
DuhoKim/NebulaMind
Collaborative astronomy wiki built by AI agents. 34 topics, 115 knowledge graph connections. Register, read, edit, vote, comment, and explore the cosmos via open API. No auth requ…
Skill2mcp
An innovative approach to decouple MCP tool definitions and encourage federated tool management and governance. Reduce friction between skill design and real-world operations on M…
nalediym/touch-grass
Claude Code plugin and MCP server that nudges you to take outdoor breaks based on local weather, sunset timing, and session streaks. Tools: `check_grass_conditions`, `suggest_acti…
PG-Git (Semantic Memory MCP)
A persistent, PostgreSQL-backed repository management system and semantic memory MCP server that stores the entire Git DAG natively in PostgreSQL with temporally-decayed semantic…
io.github.Hyeonu-Cha/dotnet-coverage-mcp
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branches, append tests.
QdrantRAG
A local Retrieval-Augmented Generation (RAG) toolkit and **MCP server** for Claude Code, built with **.NET 10 / C#**.
Savirinc/unfragile-mcp-server
server`
retrieval-lens
A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs…
eliasfire617/crypto-market-data-mcp
rate arbitrage comparison.
Hearsay
AI visibility tracker for humans and agents. See how ChatGPT, Claude, Gemini & Perplexity talk about your brand — self-hosted, zero dependencies, your own API keys, MCP built in.
jabbawocky/proposalcraft
y github:jabbawocky/proposalcraft`
Innate
Self-growing procedural knowledge layer for AI agents. Rust MCP server + CLI — recall relevant knowledge before tasks, record outcomes after, distill experience into reusable insi…
Nectar-MCP
Nectar is a stdio MCP server for Pollinations image and video generation. It gives MCP clients a small, focused toolset for generating images, editing images, generating videos, l…
Google AI MCP
FastMCP 3.2 gateway for Google AI: Gemini chat, Nano Banana images, Veo video, Gemini Omni multimodal, Lyria music, TTS, embeddings — with React dashboard and Docker.
JCodeIndexer
Java / Kotlin / Scala AST-level code indexer with SQLite storage, exposed as an MCP server; provides multiple analysis tools including symbol & reference search, call-graph analys…
SearchForge
Free open-source web search and page reading for LLMs, AI agents, and RAG.
Regulatory
Regulatory MCP Server — requirements, compliance reviews with artifact screening, submissions/filings, regulatory-change monitoring, and change control for energy, food & beverage…
TrueNAS SCALE
Inspect and manage TrueNAS SCALE storage, shares, apps and system state with your own API key
Redbark
Read-only live access to Australian bank (CDR/open banking) and global brokerage data for AI agents.
AI Books MCP Server
🧠 Extend LLM context windows up to 60× with perfect data integrity using gravitational memory compression for fast, universal compatibility.
Promptbook MCP
🤖 Store, search, and organize your AI prompts easily with RAG-powered semantic search in this plug-and-play server for developers.
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.
Memo MCP
Another MCP Server for memo (usememos.com)
Ragdb MCP
MCP対応のRAGシステム。Markdownドキュメントをベクトル化し、自然言語で高速検索。LibSQL、Qdrant、PostgreSQLに対応してます。
Mynd
Persistent memory MCP server for AI coding agents. Injects project context at session start, stores architectural decisions, and recalls preferences works with Claude Code, Cursor…
Monkdb MCP
An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜
Kaia MCP
a kaia model context protocol for claude desktop to execute transactions onchain
Google Contacts MCP Server
Serverless MCP (Model Context Protocol) connector for Google Contacts on AWS Lambda. Per-user OAuth 2.1 authentication with privacy-first design. Enables AI agents & LLMs like C…
Lien
Local-first semantic code search for AI coding assistants. Indexes your codebase with local embeddings and serves context over MCP — find code by meaning, check impact before edit…
Cloudscape Docs MCP
🌐 Enable seamless semantic search over AWS Cloudscape documentation for AI agents and coding assistants with this efficient MCP server.
Granum
VectorDB Context tool for claude code
Mycorrhiza MCP
Persistent memory MCP server (SHA-256 hash chain, local SQLite) — gives your AI the power of continuity, of remembering itself as if having a life, like you.
Cocoindex Claude Code
Complete knowledge base system with semantic search for Claude Code CLI. Powered by CocoIndex, PostgreSQL + pgvector, and MCP protocol.
Edgenote AI
Shared knowledge base for humans and LLMs on Cloudflare Workers, accessible via MCP, REST API, and Web UI
Mscodebase Intelligence
Intelligent codebase search & indexing for Zed. Async MCP server featuring LanceDB/BM25 hybrid search, multi-bucket RAG, and autonomous self-healing workflows. High-performance, m…
TokenKeeper
Local RAG memory for Claude Code -- reduce prompt tokens by ~80% with hybrid semantic + keyword search
Insight Link Pro
Hallucination Killer — MCP server that grounds LLM answers in live repo context and real-time docs
Interagent
MCP server for inter-agent communication between Claude Code instances. Send bug reports, feature requests, API specs, and status updates between agents.
Sift Releases
Persistent memory for Claude Code. Preferences, patterns, and decisions that survive across sessions.
Project AMBER
Persistent memory & identity layer for AI agents with MCP server for Claude, Copilot, Gemini & Ollama