MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53451 |
1c-templates-mcp
Claim
MCP server for semantic search of 1C (BSL) code templates with 2262+ community …
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| 53452 |
OTrust issues cryptographic PDRs (Provenance Data Records) — proving a digital …
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| 53453 |
ansible-know-mcp
Claim
Module discovery, documentation search, and skill generation for AI agents via …
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| 53454 |
hvip MCP Server
Claim
Enables AI agents to access the full OKX exchange API for trading, market data,…
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| 53455 |
gleif-mcp-server
Claim
A Model Context Protocol server that provides access to the GLEIF REST API for …
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| 53456 |
mon-marche-mcp
Claim
Enables an AI assistant to search the mon-marche.fr grocery catalog and build a…
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| 53457 |
gamma-mcp
Claim
Enables AI-powered generation of presentations, documents, social posts, and we…
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| 53458 |
Chrome Course MCP
Claim
A local MCP server that enables Codex to inspect and interact with Chrome tabs …
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| 53459 |
bridgenode-mcp
Claim
Pay-per-request AI chat completions across supported models via x402, with auto…
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| 53460 |
3GPP Scout
Claim
Hosted 3GPP MCP server for Rel-15–20 TS/TR search. Index stays current.
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| 53461 |
MCP server that scans your repo's dependencies for security vulnerabilities bas…
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| 53462 |
mcp-see
Claim
Enables AI agents to analyze images through vision AI providers (Gemini, OpenAI…
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| 53463 |
Yahoo Mail MCP Server
Claim
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 53464 |
LogicNotes MCP Server
Claim
Read-only MCP server for searching and retrieving LogicNotes meeting notes, inc…
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| 53465 |
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
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| 53466 |
mailpal-mcp
Claim
Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…
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| 53467 |
Meta Ads MCP Server
Claim
Provides access to Meta Marketing API for comprehensive ad analytics and AI-pow…
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| 53468 |
Tech Debt MCP Server
Claim
A server for analyzing technical debt across multiple programming languages, in…
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| 53469 |
GitHub MCP Server
Claim
Enables GitHub API integration via MCP, allowing search, repository details, fi…
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| 53470 |
ip-mcp
Claim
Provides tools to classify, test, and expand IPv4/IPv6 addresses using Node's b…
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| 53471 |
raw-web-search
Claim
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
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| 53472 |
JJ Planner MCP Server
Claim
Enables AI agents to manage projects, tasks, and schedules in JJ Planner throug…
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| 53473 |
forge-lab-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 53474 |
ultra-confluence-mcp
Claim
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
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| 53475 |
AIMCP
Claim
MCP server that distributes tool specifications from GitLab repositories to IDE…
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| 53476 |
ManifestYOU
Claim
A soul document API for AI agents. Injects a short grounding preamble into your…
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| 53477 |
glpi-mcp
Claim
Enables AI assistants to manage GLPI inventory, tickets, and CIA security field…
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| 53478 |
Plugin Hub
Claim
Single MCP server providing over 500 developer tools for Claude Code, covering …
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| 53479 |
MCP Gatekeeper
Claim
Enables policy-enforced access to dangerous tools like file read/write/delete a…
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| 53480 |
Enables AI assistants to interact with Hangzhou Dianzi University's academic sy…
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| 53481 |
pentest-mcp-server
Claim
Wraps common web penetration testing tools in a Docker container and exposes th…
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| 53482 |
safesign-mcp
Claim
Analyzes contracts for safety score and risk assessment, identifying dangerous …
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| 53483 |
me-db
Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
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| 53484 |
LinkedIn Ads Library
Claim
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
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| 53485 |
apple-mail-mcp
Claim
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
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| 53486 |
MealOS
Claim
Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
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| 53487 |
YatraSaarthi MCP Server
Claim
Provides transit concierge tools for Indian Railways, including live train stat…
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| 53488 |
Two Minute Reports
Claim
Analyse SEO, PPC, E-Commerce from 30+ marketing sources.
Connect to your marke…
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| 53489 |
MCP Ads
Claim
Run Google Ads, Meta Ads, GA4 and Search Console from chat: read, audit and lau…
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| 53490 |
Fast News MCP
Claim
Search, trending, topics, and local news all in one MCP server. Article preview…
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| 53491 |
Enables AI agents to manage and query a temporally-aware knowledge graph memory…
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| 53492 |
nvidia-vision-mcp
Claim
Enables AI models to read local images using NVIDIA vision models, supporting i…
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| 53493 |
nd-quirks
Claim
An MCP Server that leverages notes written in Markdown, tailored for developing…
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| 53494 |
Astral MCP
Claim
Precision-audited astrology MCP for natal charts, transits, synastry and moon p…
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| 53495 |
project-memory-mcp
Claim
Persistent AI knowledge base for Claude via Model Context Protocol — fully offl…
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| 53496 |
dothub
Claim
Publish your Claude Code setup, browse a public feed, and pull setups in. Remot…
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| 53497 |
Enables deployment of MCP servers without authentication on Cloudflare Workers,…
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| 53498 |
soldefi-mcp
Claim
Paid access to Solana DeFi risk intelligence — rug/honeypot scans, liquidity-po…
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| 53499 |
Okta-MCP
Claim
A production-ready MCP server for Identity and Access Management with Okta inte…
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| 53500 |
ShopBot AI MCP Server
Claim
AI customer support MCP server with order status lookup and RAG-powered knowled…
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