MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55451 |
RHOAI Observability MCP
Claim
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
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| 55452 |
SEI-MCP
Claim
Enables automation of the SEI! (Sistema Eletrônico de Informações) system via C…
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| 55453 |
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, d…
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| 55454 |
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
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| 55455 |
opc-mcp-server
Claim
OPC Suite — CRM, sales, inventory, accounting, HRM, payroll, claims, projects f…
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| 55456 |
graphify-mcp
Claim
A Python MCP server that exposes the Graphify knowledge graph as MCP tools, pro…
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| 55457 |
ECOUNT MCP Server
Claim
Enables AI assistants to interact with ECOUNT ERP through natural language, pro…
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| 55458 |
cognee MCP server
Claim
Enables Claude to interact with cognee for cognitive augmentation, supporting l…
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| 55459 |
Unreal Engine MCP Server
Claim
Enables AI assistants to control and automate Unreal Engine through a native C+…
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| 55460 |
AI-powered assistant for qualitative research and conceptual paper writing, pro…
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| 55461 |
Provides full execution and management capabilities for Microsoft Fabric Data E…
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| 55462 |
jmeter-mcp
Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
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| 55463 |
mcp-proxy
Claim
A proxy MCP server that reduces token usage by caching tool definitions locally…
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| 55464 |
Cloudflare MCP
Claim
Enables creation and deployment of MCP servers on Cloudflare Workers, with loca…
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| 55465 |
Avalara Returns
Claim
Provides access to Avalara Global Returns API for tax returns, filing calendars…
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| 55466 |
auto-mcp-server
Claim
Enables LLMs to interact with any REST API that has an OpenAPI specification by…
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| 55467 |
mcp_server_searXNG
Claim
A privacy-friendly web search MCP server using SearXNG, enabling searches acros…
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| 55468 |
Deterministic music-theory MCP server and API for AI agents — analyze chords, r…
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| 55469 |
Threadminder
Claim
Persistent context for Claude. Your AI always knows your projects and next acti…
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| 55470 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 55471 |
DocSmith MCP Server
Claim
MCP server that provides semantic search, graph query, and keyword search tools…
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| 55472 |
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, …
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| 55473 |
mcp-advisor
Claim
Provides comprehensive access to the Model Context Protocol specification throu…
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| 55474 |
GPT MCP Server
Claim
Enables ChatGPT Desktop to securely access and search local filesystem files th…
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| 55475 |
Eurostat TAM MCP server
Claim
Pulls enterprise counts by NACE Rev.2 activity and size class from Eurostat and…
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| 55476 |
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
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| 55477 |
LinkedIn MCP Server
Claim
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
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| 55478 |
claude-screen-mcp
Claim
Enables Claude to capture and analyze screen content across Windows, macOS, and…
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| 55479 |
servicetitan-mcp
Claim
A remote MCP server that exposes the ServiceTitan API as tools, enabling Claude…
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| 55480 |
Archivist AI
Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
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| 55481 |
MCP Foundry
Claim
Turns any codebase into a working MCP server by analyzing GitHub repos or uploa…
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| 55482 |
web-browser-mcp
Claim
Enables AI agents to perform query-driven web searches and fetch page content v…
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| 55483 |
mcp-nettools
Claim
A Model Context Protocol server that provides network diagnostics and scanning …
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| 55484 |
Ultimath
Claim
Stop hallucinating numbers. An MCP server that runs every math expression throu…
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| 55485 |
Enables searching clinical trials, PubMed, Open Targets, and openFDA data, with…
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| 55486 |
Malloy MCP Server
Claim
An MCP server for executing Malloy queries and managing Malloy resources.
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| 55487 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 55488 |
ms-sharepoint-mcp
Claim
Microsoft SharePoint MCP server — access sites, lists, and documents through Mi…
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| 55489 |
Datadog MCP Server
Claim
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
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| 55490 |
MCP Podman
Claim
MCP server for Podman container management via the Podman REST API
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| 55491 |
mcp-state-sidecar
Claim
MCP State Sidecar: durable state persistence for multi-agent AI workflows
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| 55492 |
easyeda-mcp-pro
Claim
Production-grade MCP server for EasyEDA Pro that enables AI-assisted hardware d…
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| 55493 |
mcp
Claim
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| 55494 |
Spotter-SAST
Claim
Enterprise-grade MCP server for static application security testing with multi-…
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| 55495 |
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Buil…
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| 55496 |
An MCP server that provides browser automation capabilities via Playwright usin…
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| 55497 |
magnifica-humanitas-mcp
Claim
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
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| 55498 |
searxng-deepdive
Claim
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
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| 55499 |
mockit-mcp
Claim
Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. …
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| 55500 |
guardian-mcp-server
Claim
Guardian Open Platform — search and retrieve full article text from The Guardia…
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