MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38201 |
Screen regulated-health marketing copy against source-cited rulesets, all 50 st…
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| 38202 |
spaces
Claim
myspAIce, give your AI a social life: games, music, friendships. An immersive w…
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| 38203 |
Desearch AI
Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
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| 38204 |
GitHub MCP Server
Claim
Enables users to interact with GitHub via natural language requests, executing …
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| 38205 |
mcp-maxima
Claim
Enables interaction with Maxima, a computer algebra system, for symbolic mathem…
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| 38206 |
opencut-controller
Claim
Professional MCP server for video editing automation with OpenCut.
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| 38207 |
cooper
Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
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| 38208 |
neo
Claim
Portafolio argentino consolidado, precios BYMA en vivo, cauciones y ordenes. So…
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| 38209 |
mcp-rss-feed-searcher
Claim
An MCP server that enables searching across multiple RSS feed sources simultane…
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| 38210 |
hacesfalta-mcp
Claim
Search volunteer opportunities across Spain via hacesfalta.org
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| 38211 |
india-mcp-rto
Claim
MCP server for Indian vehicle RTO: decode number plates, calculate road tax, ch…
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| 38212 |
CVpop
Claim
# CVpop MCP Server
Create and customize professional CVs and resumes directly …
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| 38213 |
An MCP server that enables natural language interaction with the Notion API, al…
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| 38214 |
Enables natural language queries for Porto Alegre's public transport system, in…
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| 38215 |
mcp
Claim
Generate AI images, video, music, and sound effects, and upscale them, from any…
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| 38216 |
Debug any supported language with breakpoints, variable/state inspection, and s…
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| 38217 |
confluence-mcp
Claim
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
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| 38218 |
aidress
Claim
Verify, discover, and rate AI agents before transacting.
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| 38219 |
dyslex.ia
Claim
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
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| 38220 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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| 38221 |
An MCP server deployed on Cloudflare Workers that provides access to Uruguayan …
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| 38222 |
ContextLayer
Claim
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tas…
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| 38223 |
CertScore.ai MCP Light
Claim
Free website privacy scanner for pre-consent cookies, trackers, consent, policy…
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| 38224 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 38225 |
upilot
Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
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| 38226 |
openai-search-mcp
Claim
Enables Claude to perform real-time web searches and fetch web page content via…
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| 38227 |
bumblebeereceipt-mcp
Claim
A paid remote MCP for developer endpoint scanner MCP, built to return verdicts,…
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| 38228 |
Apollo.io MCP Server
Claim
Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach …
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| 38229 |
Excel MCP Server
Claim
Enables AI assistants to read, write, format, and analyze Excel files with 34 t…
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| 38230 |
Chrome Course MCP
Claim
A local MCP server that enables Codex to inspect and interact with Chrome tabs …
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| 38231 |
mcp-aider-executor
Claim
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
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| 38232 |
UVM 1.2 MCP
Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
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| 38233 |
mcp-aichat
Claim
MCP server for AI dialogue using various LLM models via AceDataCloud
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| 38234 |
Discord MCP Server
Claim
Enables AI assistants to manage a Discord server, including creating channels, …
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| 38235 |
Jamf Docs MCP Server
Claim
Provides AI assistants with direct access to Jamf official documentation, enabl…
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| 38236 |
Phantom Secrets
Claim
Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for…
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| 38237 |
Analyzes corporate financial information using Korea's DART API, supporting fin…
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| 38238 |
callable
Claim
API for AI agents to delegate tasks to real humans.
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| 38239 |
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
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| 38240 |
calorie-tracking
Claim
Log meals and instantly find calorie information for foods. Get a clear daily s…
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| 38241 |
MCP Data API
Claim
A FastMCP-based server that provides tools for API discovery and execution, hie…
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| 38242 |
Japanese holiday and business-day calculations using official Japan Cabinet Off…
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| 38243 |
XP-MCP
Claim
XP-MCP provides 40+ specialized AI agents trained on real API documentation, en…
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| 38244 |
ClariLayer
Claim
Individual-analyst context layer over MCP: bootstrap, reconcile, and remember y…
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| 38245 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 38246 |
Oracle DB MCP
Claim
Read-only MCP server that lets coding AI agents inspect Oracle Database schema …
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| 38247 |
mcp-availability-server
Claim
Provides tools to check appointment availability and format call summaries via …
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| 38248 |
An MCP server designed to interact with the RifaExpress backend via PostgreSQL …
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| 38249 |
InsurTech MCP Server
Claim
Enables insurance policy analysis, risk assessment, and policy comparison with …
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| 38250 |
inkscape-mcp
Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
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