MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39451 |
An MCP server that implements iterative refinement of responses through self-cr…
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| 39452 |
Anirudh Kamath Server
Claim
Provide a dedicated MCP server focused on functionalities related to Anirudh Ka…
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| 39453 |
supabase-mcp-server
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Supabase MCP Server for managing and creating projects and organisations in Sup…
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| 39454 |
Boxtalk Data MCP Server
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Provides tools for interacting with SQL Server databases, enabling users to ret…
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| 39455 |
Git-Fabric Gateway
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A central tool aggregator that routes and orchestrates multiple fabric apps thr…
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| 39456 |
google
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| 39457 |
A remote MCP server that enables searching for news articles on specific topics…
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| 39458 |
c2padisclosure-mcp
Claim
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
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| 39459 |
Irenic Table
Claim
A free, general-purpose, collaborative, virtual whiteboard app in the spirit of…
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| 39460 |
freshrelease
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| 39461 |
Nsf Awards
Claim
NSF Awards MCP — National Science Foundation award database (free, no auth)
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| 39462 |
Hello
Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
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| 39463 |
KubeGuard MCP Server
Claim
Enables security analysis of Kubernetes Role configurations using LLM-assisted …
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| 39464 |
lu
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lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
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| 39465 |
vsfclubnew4
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| 39466 |
project-knowledge-mcp
Claim
Cross-project knowledge graph for MCP — map features across mobile, backend, an…
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| 39467 |
GitHub Projects
Claim
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
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| 39468 |
maiife-toolkit
Claim
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
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| 39469 |
Automates Instagram profile scraping using Playwright with saved login sessions…
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| 39470 |
Antalpha-MCP
Claim
Helping AI better understand, route, and execute Web3. End-to-end security, tra…
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| 39471 |
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
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| 39472 |
CTF MCP Server
Claim
Exposes common CTF and cybersecurity tools (crypto, forensics, malware analysis…
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| 39473 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
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| 39474 |
FAL Reve MCP Server
Claim
Enables high-quality text-to-image generation and image editing using FAL AI's …
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| 39475 |
git-helper-ai-mcp
Claim
git-helper-ai-mcp MCP server by MEOK AI Labs
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| 39476 |
Gen3 MCP Server
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A Model Context Protocol (MCP) server for interacting with Gen3 data commons, w…
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| 39477 |
ielts-merriam
Claim
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
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| 39478 |
weather-forecast-server
Claim
Provides current weather and multi-day forecasts for any location worldwide, in…
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| 39479 |
futurehouse_mcp
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| 39480 |
24htrack-mcp
Claim
Universal package tracking for AI agents. Track packages across 30+ carriers in…
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| 39481 |
mcp-confluence-server
Claim
A Model Context Protocol (MCP) server for interacting with Confluence Data Cent…
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| 39482 |
ctx4-ai
Claim
MCP server for portable context management across AI assistants, providing tool…
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| 39483 |
akahu-mcp
Claim
An MCP server that exposes Akahu (New Zealand open-banking) data to LLM agents,…
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| 39484 |
subradar
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| 39485 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
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| 39486 |
Conductor Relay MCP
Claim
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
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| 39487 |
CUA MCP Server
Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
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| 39488 |
Enables remote server control via SSH through Claude, supporting command execut…
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| 39489 |
Institutional-grade research and diligence reports on hedge funds, private equi…
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| 39490 |
NPI MCP Server
Claim
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
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| 39491 |
neurolisp
Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
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| 39492 |
Domain memory
Claim
A local MCP server that accumulates the business-domain knowledge of a software…
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| 39493 |
claude-slack-to-notion
Claim
Enables automatic collection and AI analysis of Slack messages to create organi…
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| 39494 |
MCP JSON Maker
Claim
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
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| 39495 |
Base MCP Server
Claim
An MCP server that provides onchain tools for Claude AI to interact with the Ba…
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| 39496 |
hevymcp2
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| 39497 |
Provide flight search and detailed flight information retrieval capabilities th…
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| 39498 |
Enables route search and PDF generation using Japan's Ekispert API through a re…
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| 39499 |
Transforms Claude into a production-grade pair programmer by orchestrating best…
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| 39500 |
YouTube Studio MCP
Claim
Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
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