MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64701 |
Frase SEO
Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
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| 64702 |
Sketchfab MCP
Claim
Search and download 3D models from Sketchfab using the Sketchfab API.
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| 64703 |
callable
Claim
API for AI agents to delegate tasks to real humans.
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| 64704 |
obsidian-git-sync-mcp
Claim
A dockerised, self-hostable host that runs an Obsidian vault headlessly and ser…
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| 64705 |
Aseprite MCP Tools
Claim
Enables AI assistants to control Aseprite for creating pixel art and animated s…
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| 64706 |
openlibrary-mcp-server
Claim
Search books and authors, fetch editions, browse subjects, and resolve cover im…
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| 64707 |
Cursor Talk To Figma MCP
Claim
Enables users to control the cursor in Figma through verbal commands using an a…
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| 64708 |
Xee-mcp
Claim
Enables AI assistants to search X posts and read user timelines without API cos…
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| 64709 |
Enables LLM applications to query Google Analytics 4 data through standard MCP …
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| 64710 |
scoreflow
Claim
Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude C…
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| 64711 |
file-organizer-ai-mcp
Claim
file-organizer-ai-mcp MCP server by MEOK AI Labs
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| 64712 |
aria-mcp-helligdage-dk
Claim
Exposes Danish public holidays and notable days to AI assistants via the Model …
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| 64713 |
StarLine MCP
Claim
MCP server for controlling StarLine car alarms via AI agents like Claude, provi…
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| 64714 |
NetOps
Claim
A comprehensive network management platform for tracking devices, sites, and to…
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| 64715 |
SuperCollider MCP Server
Claim
Enables execution of SuperCollider synth code through the Model Context Protoco…
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| 64716 |
mcp-notebooklm
Claim
Exposes Google NotebookLM notebooks as tools for AI assistants, enabling listin…
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| 64717 |
weeek-mcp
Claim
MCP server for WEEEK Public API v1 enabling management of tasks, projects, boar…
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| 64718 |
An advanced MCP server powered by PHREEQC for industrial wastewater treatment m…
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| 64719 |
floppydata-mcp
Claim
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
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| 64720 |
topic-scorer
Claim
Score pages against 11,485 public taxonomy categories by embedding similarity. …
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| 64721 |
ai·rete·rag
Claim
Author rules from policy docs, then decide: a Rete engine gives the verdict, an…
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| 64722 |
MCP Shell Server
Claim
A secure MCP server for shell operations, terminal management, and process cont…
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| 64723 |
umbryn-mcp
Claim
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, n…
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| 64724 |
Pacemaker MCP
Claim
MCP server that enables safe, SSH-based interaction with a Pacemaker cluster, o…
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| 64725 |
CodeXRay
Claim
Enables AI coding agents to query a pre-built semantic knowledge graph of code,…
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| 64726 |
VibeKit
Claim
Build, deploy & manage hosted apps and chat with their AI coding agents from an…
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| 64727 |
lucid-apple-mcp
Claim
On-device Apple Intelligence as MCP tools for macOS — OCR, tables, entity detec…
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| 64728 |
cituna-mcp
Claim
Track how 6 AI engines cite your brand, daily, with live Google Search Console.
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| 64729 |
cognirepo
Claim
Persistent memory and codebase context for AI coding agents. FAISS vector store…
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| 64730 |
local-graphrag-mcp
Claim
A Model Context Protocol server implementing Graph RAG with local, embedded Kno…
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| 64731 |
skysql-mcp-test
Claim
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| 64732 |
Virustotal
Claim
VirusTotal MCP — file / URL / domain / IP reputation (BYO key)
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| 64733 |
FalsifyLab Alpha
Claim
Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, P…
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| 64734 |
AEP MCP Server
Claim
Two MCP servers that give Claude and any MCP-compatible client natural-language…
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| 64735 |
paper-distill-pro
Claim
基于MCP协议的学术论文智能检索与分析平台,支持12个数据库并行搜索、PDF全文解析、文献管理双向同步及多平台自动推送。
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| 64736 |
mcp-graphql-tools
Claim
Enables AI assistants to execute GraphQL queries and retrieve schema informatio…
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| 64737 |
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
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| 64738 |
mcp-gera-clinic
Claim
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
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| 64739 |
mcp-security-feeds
Claim
Enables listing, reading, and fetching curated cybersecurity feeds (RSS/Atom/RD…
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| 64740 |
GitHits
Claim
Search public open-source code, documentation, metadata, vulnerabilities, chang…
|
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| 64741 |
Drone Airspace Governance tools for AI agents. Capabilities: classify operation…
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| 64742 |
AI video generation with Gen-4, Veo 3, and Aleph editing. Text-to-video, image-…
|
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| 64743 |
ijfw
Claim
IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI co…
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| 64744 |
Automatically enforces team coding standards in AI-assisted development by prov…
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| 64745 |
Pusher Channels
Claim
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
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| 64746 |
mcp-server
Claim
Runtime authority for AI agents: credential mediation, spend cap, approval gate…
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| 64747 |
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| 64748 |
xmlriver-mcp
Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
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| 64749 |
github-mcp
Claim
A read-only MCP server that exposes GitHub user profiles, repository info, and …
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| 64750 |
contract-review-ai-mcp
Claim
contract-review-ai-mcp MCP server by MEOK AI Labs
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