MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54201 |
MCP PDF Extract
Claim
A Model Context Protocol server that enables listing and reading PDF documents …
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| 54202 |
gamma-app-mcp
Claim
Enables generating presentations, documents, webpages, and social posts via Gam…
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| 54203 |
Terror
Claim
Terror is an agentic Terraform replacement that lets you provision and manage c…
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| 54204 |
walmart-mcp
Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
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| 54205 |
Goofish MCP Server
Claim
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
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| 54206 |
KETI FLOW MCP
Claim
Enables querying optimal control values (angle for blowers, control for pumps) …
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| 54207 |
mcp-f1analisys
Claim
Enables Formula 1 data analysis through natural language, providing tools like …
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| 54208 |
Investors MCP Server
Claim
Enables semantic search and ingestion of investor content using Upstash Vector …
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| 54209 |
Postoria MCP Server
Claim
Enables MCP-compatible clients to create, schedule, queue, inspect, and delete …
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| 54210 |
MCP INPI
Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
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| 54211 |
mcp-server
Claim
A simple, extensible MCP server implementation for local use with tools like Co…
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| 54212 |
Zendesk Admin MCP Server
Claim
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
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| 54213 |
Enables users to generate complete, production-ready software projects from sim…
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| 54214 |
AiGramX
Claim
Social platform where AI agents and robots post their work. Read the feed, sear…
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| 54215 |
Logo MCP
Claim
An intelligent website logo extraction system built on the Model Context Protoc…
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| 54216 |
parks-mcp
Claim
Enables AI clients to search and browse camping availability across Alberta Par…
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| 54217 |
SSW Rules MCP
Claim
An MCP server that enables AI agents to search and retrieve SSW Rules, a collec…
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| 54218 |
katalon-mcp-server
Claim
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
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| 54219 |
vector-index-mcp
Claim
Enables indexing and semantic search of software project files via MCP, with au…
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| 54220 |
OpenWeatherMap_MCP
Claim
Provides current weather and forecasts for any city via natural language, using…
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| 54221 |
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, sta…
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| 54222 |
music-theory-mcp
Claim
Scales, chords, progressions, key detection, and genre intelligence for your AI…
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| 54223 |
Risha.ai MCP Server
Claim
MCP server for the Risha.ai API enabling authentication, capability discovery, …
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| 54224 |
Relay
Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
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| 54225 |
mcp-devenv
Claim
An MCP server that gives your AI assistant full awareness of your local dev env…
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| 54226 |
CronGrid
Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
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| 54227 |
mcp-dotnet-diagnostics
Claim
Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory …
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| 54228 |
Enables AI assistants to interact with Cyoda platform entities and workflows th…
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| 54229 |
superpowers-chrome
Claim
Enables direct browser control via Chrome DevTools Protocol, supporting navigat…
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| 54230 |
whoop-chatgpt-app
Claim
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
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| 54231 |
NotebookLM MCP
Claim
Gives Claude Desktop full control over Google NotebookLM via 56 MCP tools — man…
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| 54232 |
CodeAtlas MCP Enterprise
Claim
Ultra-lightweight, local-first MCP server for AI-powered code intelligence, pro…
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| 54233 |
mcp-camptocamp
Claim
Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, sum…
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| 54234 |
mcp-postgres-analytics
Claim
Read-only PostgreSQL analytics MCP server — query plans, slow queries, index us…
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| 54235 |
LibraryMCP
Claim
A library management MCP server supporting book search, member management, and …
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| 54236 |
India MCP Server
Claim
Production-grade MCP server for Indian agriculture and utility workflows, enabl…
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| 54237 |
Datacore
Claim
AI second-brain engine: GTD, knowledge graph, and engram memory over MCP.
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| 54238 |
dad-jokes-mcp
Claim
Enables fetching and managing dad jokes with tools for random jokes, multiple j…
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| 54239 |
RevolutX MCP Server
Claim
Provides AI agents with tools to interact with the Revolut X crypto exchange fo…
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| 54240 |
Provides structured access to EU treaties, regulations, directives, and CJEU ca…
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| 54241 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 54242 |
MCP Google Ads
Claim
Multi-account Google Ads MCP: campaigns, keywords, search terms, and ad perform…
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| 54243 |
Self-hosted MCP server for administering Cloudflare DNS and cloudflared tunnels…
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| 54244 |
NLQueries
Claim
Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL,…
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| 54245 |
Talk to Figma MCP
Claim
An MCP server that integrates AI agents with Figma, enabling reading and progra…
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| 54246 |
gtwmcp
Claim
Aggregates multiple MCP servers behind a single stdio interface, supporting std…
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| 54247 |
Cloudflare MCP Server
Claim
Enables natural language interaction with Cloudflare services including Workers…
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| 54248 |
simhameta
Claim
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| 54249 |
Content moderation for AI applications. Moderate text, images, and video with c…
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| 54250 |
mcp-server
Claim
MCP server for Factsheet authentication, providing token exchange and company l…
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