Tag

MCP servers tagged rag

1.2K live MCP servers tagged "rag", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with rag.

1.2K

live servers

avg trust

31K

most stars

1101

Reaction Time Test MCP

Free online reaction time test with five rounds, average milliseconds, rank context, daily streaks

1102

Tier Maker List MCP

Rank real images by drag or tap, save drafts locally without sign-up, export a PNG or JSON board

1103

Medicare Coverage

Medicare coverage policy from CMS: national and local coverage determinations, plus open analyses

1104

io.github.IsaiahDupree/agentsearch-mcp

LLM-ready web search + instant answers + URL-to-clean-text fetch for agents and RAG.

1105

Derived

Inspect and safely clean local Xcode, Simulator, and XCTest storage.

1106

rapidoddsapi-mcp

MCP server for RapidOddsAPI that provides bookmaker odds, live scores, arbitrage and value bets to AI assistants. It supports querying sports, odds, results, and betting opportuni…

1107

Posthog Writer Agent

MCP server for PostHog docs — Python, FastMCP, ChromaDB, semantic search for AI agents. Independent, unofficial project.

1108

Varve

Decision memory for AI coding agents. A local-first Go binary and MCP server: records decisions with evidence, scope, provenance and expiry, packs the relevant ones into each agen…

1109

Xyzdb

Semantic gravity database in Rust: related records live together on disk, so graph traversal is a range scan and vector search is exact — never approximate. Runs in 256 MB, with a…

1110

Regulatory

Regulatory MCP Server — requirements, compliance reviews with artifact screening, submissions/filings, regulatory-change monitoring, and change control for energy, food & beverage…

1111

DeepCellar

Minimalist, self-hosted AI hub for companies — RAG chatbot, MCP agents and everyday AI tools on your own Ollama instance. One command, one SQLite file, fully offline.

1112

ragmark

Local-first MCP server for retrieval over markdown wikilink vaults, offering hybrid vector+lexical search, note reading, neighbor expansion, and recent activity tracking with full…

1113

Resistance Tools

MCP tools for TON Sites, TON DNS and TON Storage.

1114

stl-transit

MCP server for St. Louis transit developer tooling, providing 45 tools for GTFS and GTFS-Realtime inspection, feed surveillance, schedule and arrival queries, assertions, drift de…

1115

UserTapes

Query real user session replay data: tapes, transcripts, error/rage-click filters, alerts.

1116

x402 Web Extract

Pay-per-use web extract, token prices, and wallet balances via x402 USDC micropayments.

1117

io.github.aa0101181514/tw-legal-rag

Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations

1118

EchoLedger

Live LP analytics — Uniswap V2/V3, Balancer, Curve stableswap: PnL, health, slippage, depeg risk.

1119

mcp-banking-tools

MCP server for deterministic financial transactions, providing tools to fetch account balances, check blocked PIX keys, and execute atomic PIX transfers with integer-cent precisio…

1120

images-handler

MCP server that grants text-only LLMs like DeepSeek the ability to 'see' images by leveraging a Cursor agent to convert images into text descriptions.

1121

codex-memory

Provides curated long-term memory for Codex CLI via MCP, with Markdown-based storage, deduplication, and decay-based forgetting.

1122

com.catalogapi/catalogapi

Check reward coverage by country, search real catalog items, and ask how CatalogAPI works.

1123

relayer-mcp

Install and manage a self-hosted XNS Relayer — S3-compatible distributed object storage — conversationally over stdio. 15 tools cover prerequisites, account registration, install,…

1124

io.github.tarazou9/garnet-mcp

An MCP server that provides long-term semantic memory via Garnet Vector Sets, enabling agents to store text embeddings and retrieve relevant context across sessions. It exposes to…

1125

Bay Run

Discover, prove, and serve small open specialist models (embeddings, rerank) — OpenAI-compatible.

1126

TrueNAS SCALE

Inspect and manage TrueNAS SCALE storage, shares, apps and system state with your own API key

1127

Business Operations MCP Server AI Agent Tooling For Task Management Knowledge Base Retrieval

MCP (Model Context Protocol) server exposing business operations — task management and internal knowledge-base search (RAG) — as typed, reusable tools any AI agent (Claude, LangG…

1128

Redbark

Read-only live access to Australian bank (CDR/open banking) and global brokerage data for AI agents.

1129

Pipe (SPR) MCP Server

AI-native runtime with built-in MCP server. 193 builtins, AI pipelines, RAG, single 7 MB binary.

1130

io.github.voicearc/splitbasket-prices

Cached US grocery prices, age disclosed on every row - search, compare across banners, coverage.

1131

Walrus Memory MCP

Enables MCP clients to connect to Walrus Memory for persistent memory operations like remember, recall, analyze, and restore, with browser-based wallet login and local credential…

1132

mcp-memory-hnsw

Provides persistent semantic memory for Claude Code and Claude Desktop with fully offline local embeddings and HNSW indexing, enabling memory storage, semantic search, listing, an…

1133

mcp-rag-web

MCP server for semantic search over PDF documents using RAG, pgvector, and OpenAI embeddings. Includes a web app for document upload and management.

1134

dev.veritap/locker

Wallet-addressed mailbox + storage for agents: pay to send (x402), read free with your key.

1135

Encouragement MCP

Provides short, positive encouragement messages for AI agents during long-running or difficult tasks

1136

Expense Budget Tracker

Track expenses, budgets, balances, transfers, and multi-currency reports with OAuth-secured tools.

1137

io.github.oscarlopez-gif/argentina-price-index

Daily Argentina food & beverage price index, source-cited from public retailer prices.

1138

GMCA Certainty Matrix Validate

GMCA Certainty Matrix Validate: 11 vragen om een project te screenen vóór investering.

1139

PredictionMarketsPicks Quant

Institutional-grade quant toolkit for prediction-market trading on Kalshi and Polymarket. Ten tools covering expected value, Kelly position sizing, Bayesian updating, probability/…

1140