MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33151 |
mango-office-mcp
Claim
MCP server for Mango Office API — calls, users. 2 tools.
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| 33152 |
twoslides
Claim
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| 33153 |
Contexta
Claim
Persistent memory and knowledge graph for AI assistants — keyword + vector + gr…
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| 33154 |
Environmental justice screening indicators, pollution burden, and demographic v…
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| 33155 |
mcp-server-peecai
Claim
Track how your brand appears in AI-generated answers across ChatGPT, Perplexity…
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| 33156 |
openground
Claim
On-device documentation search for agents
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| 33157 |
semahash
Claim
Content-addressed semantics: fail-closed handshakes over 452 cognitive patterns.
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| 33158 |
8 EU accounting tools - reconcile, categorise, VAT, invoicing. Free health.
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| 33159 |
MCP server for accessing CBS (Statistics Netherlands) open data. Search dataset…
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| 33160 |
A Python port of the official Perplexity MCP server that enables web-grounded Q…
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| 33161 |
storylenses
Claim
AI cover letter generation for agents. Job analysis, profile matching, narrativ…
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| 33162 |
Post + comment + subreddit search with comment-level depth for sentiment work.
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| 33163 |
mcp-telegram
Claim
MCP server that connects AI assistants to your real Telegram account via User A…
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| 33164 |
r3adfile_mcp
Claim
Search and browse local files with flexible pattern matching and fast full-text…
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| 33165 |
zyla-api-hub
Claim
API key for Zyla API Hub (7,500+ APIs). Get one at https://zylalabs.com
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| 33166 |
Subway Info NYC
Claim
A comprehensive New York City subway information portal providing riders with r…
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| 33167 |
MCP Prometheus
Claim
An MCP server for Prometheus-based monitoring that enables users to query syste…
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| 33168 |
Remote MCP server that auto-generates tools from NocoBase OpenAPI specs to enab…
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| 33169 |
duckduckgo-mcp
Claim
A MCP server for DuckDuckGo HTML search.
Unlike other DuckDuckGo MCP servers, t…
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| 33170 |
Luma Events MCP Server
Claim
Enables users to search and discover upcoming tech events, conferences, and mee…
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| 33171 |
NewHUB
Claim
Real-time news aggregation, search, NLP sentiment analysis, and personalized pr…
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| 33172 |
Quran MCP server for translation, tafsir, mutashabihat, recitation playlists, a…
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| 33173 |
Teres
Claim
Teres is the discovery and booking layer for AI agents. Search for real service…
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| 33174 |
research-publish
Claim
MCP server for publishing markdown AI research entries to a Convex database. Su…
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| 33175 |
mcp-gh
Claim
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| 33176 |
An MCP server that provides tools to validate an email address using Dilli Emai…
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| 33177 |
Squire
Claim
CLI-first remote runtimes for validation and offload tasks, exposed over MCP st…
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| 33178 |
Food Safety Intelligence
Claim
The most comprehensive food safety MCP server. 5 tools: check any food additive…
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| 33179 |
emms-mcp
Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
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| 33180 |
Core AI Toolkit - a modular MCP server that extends AI assistants with practica…
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| 33181 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
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| 33182 |
Create and manage forms, collect submissions — a headless form builder powered …
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| 33183 |
Gardening AI MCP Server
Claim
An MCP server for gardeners providing plant identification, climate-adjusted wa…
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| 33184 |
mysql-mcp
Claim
A lightweight MCP server providing safe, read-only access to MySQL databases. I…
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| 33185 |
Bank financials, branch locations, deposit data, and failure history from FDIC
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| 33186 | — | |||||||||
| 33187 |
haldir
Claim
Haldir is a security and governance layer for AI agents. Session-scoped permiss…
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| 33188 |
CVE MCP Server
Claim
This MCP server transforms Claude into a comprehensive security analyst by prov…
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| 33189 |
Connect AI agents like Claude, Cursor, and Gemini to historical Windows perform…
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| 33190 |
everymanjames
Claim
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| 33191 |
RescueTime MCP Server
Claim
Provides Claude access to RescueTime productivity data, enabling users to query…
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| 33192 |
First dedicated rugby MCP — Six Nations, Rugby Championship, World Cup. Fixture…
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| 33193 |
mansa
Claim
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| 33194 |
Test MCP Server
Claim
Provide a basic MCP server implementation for testing purposes. Enable interact…
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| 33195 |
rf-log-mcp
Claim
An MCP server for analyzing Robot Framework test results. It provides LLMs with…
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| 33196 |
Interact with the Stitch API using natural language commands.
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| 33197 |
An MCP server that provides visual memory and context storage with knowledge gr…
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| 33198 |
Tweetsmash
Claim
Manage and organize your Twitter bookmarks efficiently through AI assistants. L…
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| 33199 |
SharpEdge MCP Server
Claim
Connects AI assistants to SharpEdge AI to discover +EV sports betting opportuni…
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| 33200 |
vyos-mcp
Claim
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
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