MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 1 hour, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55401 |
Run:AI MCP Server
Claim
Enables LLM agents to control NVIDIA Run:AI infrastructure by dynamically searc…
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| 55402 |
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG docum…
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| 55403 |
Adlicio
Claim
Scrape customer comments and reviews from Reddit, YouTube, Amazon, TikTok, and …
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| 55404 |
rag
Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
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| 55405 |
sessionmem
Claim
Local-first memory layer for AI coding assistants. Watches your coding sessions…
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| 55406 |
SSH MCP Server
Claim
An advanced SSH session manager that allows Claude to establish and manage mult…
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| 55407 |
MCP Server for Apache Iceberg, enabling users to read, query, and manipulate da…
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| 55408 |
local-git-mcp
Claim
A lightweight MCP server that handles git operations on behalf of AI coding ass…
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| 55409 |
AgniGateway Marketplace
Claim
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
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| 55410 |
Agent Ready
Claim
Agent Ready is an AI agent readability scanner — point it at any public URL and…
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| 55411 |
Odds-API MCP Server
Claim
Enables AI assistants to access sports betting odds data from 265+ bookmakers a…
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| 55412 |
mcp-bigquery-dryrun
Claim
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
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| 55413 |
GitHub API MCP Server
Claim
Manage your GitHub repositories effortlessly. Create, update, and search for fi…
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| 55414 |
google-ads-mcp
Claim
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
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| 55415 |
BillingEngine
Claim
Create invoices and customers and record payments in BillingEngine from any MCP…
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| 55416 |
Delia
Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
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| 55417 |
BNDY MCP Server
Claim
Enables AI assistants to search and create venues and artists, and create event…
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| 55418 |
Meta Ad Library MCP
Claim
Production MCP server for querying the official Meta Ad Library API to search a…
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| 55419 |
touchdesigner-mcp
Claim
MCP server that lets Claude drive a running TouchDesigner instance to create op…
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| 55420 |
mcp-telegram-claudecode
Claim
Enables Claude Code to send and receive messages via Telegram for remote intera…
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| 55421 |
Copilot Memory MCP
Claim
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
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| 55422 |
things-mcp
Claim
A CLI MCP server for Things 3, enabling programmatic access to todos and projec…
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| 55423 |
On va où ? Routing API
Claim
Address geocoding and bike, scooter, motorcycle, wheelchair and walking routes …
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| 55424 |
nyc-friend
Claim
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| 55425 |
Scryfall MCP Server
Claim
MCP server for searching and retrieving Magic: The Gathering card information v…
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| 55426 |
oscp-companion
Claim
Provides structured pentesting methodology knowledge base with 7 read-only tool…
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| 55427 |
Jira MCP Server
Claim
A Model Context Protocol server that enables AI applications to interact with J…
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| 55428 |
MCP Server
Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
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| 55429 |
hyperliquid-mcp
Claim
Enables AI assistants to securely trade on Hyperliquid perpetual exchange, incl…
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| 55430 |
sienge-mcp
Claim
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| 55431 |
This server enables AI to match Figma design nodes with React components from S…
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| 55432 |
PakBus
Claim
Bus and metro journeys, departures, routes, fares and service changes in Pakist…
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| 55433 |
partnerlens-mcp
Claim
Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000…
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| 55434 |
Kommo MCP Server
Claim
Enables AI assistants to autonomously interact with Kommo CRM, providing tools …
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| 55435 |
Cakemail API MCP Server
Claim
An MCP server that provides AI agents with direct access to authoritative Cakem…
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| 55436 |
VecGrep
Claim
Semantic code search MCP server that reduces token usage by ~95% by returning t…
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| 55437 |
Keeploop
Claim
Mail, Calendar, Messages, Notes, Contacts, Slack on your Mac for AI. Remote nee…
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| 55438 |
claude-journal
Claim
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
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| 55439 |
Airesearch
Claim
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| 55440 |
mcp-open-library
Claim
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| 55441 |
First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intellig…
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| 55442 |
tweetly
Claim
An MCP server that enables AI agents to automate actions on X (Twitter) through…
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| 55443 |
Apstra MCP Server
Claim
Enables natural language management of Juniper Apstra datacenter networks, incl…
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| 55444 |
glpi-mcp-server
Claim
Connects AI assistants to GLPI IT Service Management, enabling ticket managemen…
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| 55445 |
manoj-mcp
Claim
A personal MCP server that enables Claude to interact with Jira, Confluence, Gm…
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| 55446 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
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| 55447 |
meta-mcp
Claim
Read-only MCP server for Meta (Facebook) Graph API, enabling access to Marketin…
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| 55448 |
Intervals.icu MCP Server
Claim
Enables interaction with Intervals.icu data, including activities, wellness, an…
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| 55449 |
obsidian-mcp
Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
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| 55450 |
govauctions.app
Claim
Live listings, sold prices and resale scores from GovAuctions.app, the public s…
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