MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35251 |
Circuitarium MCP
Claim
MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactiv…
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| 35252 |
one-shot-ui
Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
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| 35253 |
Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…
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| 35254 |
Broken Link Checker
Claim
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
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| 35255 |
Revit MCP Server
Claim
Enables AI clients to interact with Autodesk Revit for building design, editing…
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| 35256 |
Relational-readiness and market-permission tools for African and high-context m…
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| 35257 |
Feishu/Lark OpenAPI MCP
Claim
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
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| 35258 |
tinysend
Claim
Email for agents: newsletters, subscribers, contacts, broadcasts. OAuth sign-in…
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| 35259 |
planetary-agents
Claim
Converse with planetary-agent personas, council feeds & culinary debates from a…
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| 35260 |
Enables AI assistants to query, search, and analyze LinkedIn profiles from the …
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| 35261 |
mcp-openmetadata
Claim
Enables searching and retrieving metadata from OpenMetadata, including tables, …
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| 35262 |
MatDrupal MCP
Claim
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
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| 35263 |
db-memory
Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
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| 35264 |
threlte-mcp
Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
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| 35265 |
Cisco SD-WAN MCP Server
Claim
Enables natural language automation of Cisco SD-WAN vManage, including device m…
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| 35266 |
MySQL MCP Server
Claim
A Model Context Protocol server that provides secure access to MySQL databases …
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| 35267 |
KikoBooks MCP Server
Claim
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
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| 35268 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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| 35269 |
lifeup-mcp
Claim
Enables Claude to interact with LifeUp Cloud API on your local network for task…
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| 35270 |
Academic Research MCP
Claim
Unified scholarly search across 60+ academic sources with citation formatting (…
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| 35271 |
MCP Marketing Agency
Claim
Specialized MCP server for digital marketing and social media management, enabl…
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| 35272 |
ontario-data-mcp
Claim
An MCP server for discovering, downloading, querying, and analyzing datasets fr…
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| 35273 |
Todoist MCP Server
Claim
A local MCP server for Todoist task management, enabling Claude to create, read…
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| 35274 |
Clous MCP server
Claim
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
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| 35275 |
polycodegraph
Claim
Multi-language code-graph MCP server with 18 tools for structural code queries …
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| 35276 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 35277 |
ios-instruments-mcp
Claim
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
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| 35278 |
Provide MCP service for Bitly Exchange Traders. Bitly Exchange is an Fully-Onch…
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| 35279 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 35280 |
Domotz MCP Server
Claim
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
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| 35281 |
Fovea Memory MCP
Claim
Local MCP server that enables AI clients to read and search memories from the F…
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| 35282 |
nodriver-proxy-mcp
Claim
Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic…
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| 35283 |
goldbean
Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
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| 35284 |
GraphRagMCP V2
Claim
An advanced MCP server that provides deep code understanding and analysis using…
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| 35285 |
Engine-MCP
Claim
A code understanding and generation system designed for Galacean Engine that he…
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| 35286 |
MarkMesh
Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
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| 35287 |
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, pu…
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| 35288 |
neuromancer-mcp
Claim
Publish yourself as a remote MCP server, exposing your résumé via tools so comp…
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| 35289 |
onlyswaps
Claim
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
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| 35290 |
Structured habitat data and advisory tools for aquariums, marine tanks, terrari…
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| 35291 |
srv-d5200rd6ubrc7390v04g
Claim
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| 35292 |
docuprox-mcp
Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
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| 35293 |
Woow n8n MCP Server
Claim
A production-ready admin bundle for the n8n-mcp server, featuring a web GUI, to…
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| 35294 |
okx-mcp-playground
Claim
Provides Claude with access to blockchain data and market prices via the OKX AP…
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| 35295 |
TCM MCP Server
Claim
Enables AI assistants to access professional Traditional Chinese Medicine knowl…
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| 35296 |
Figma Comments MCP
Claim
A lightweight MCP server that adds Figma Comments support to AI assistants, ena…
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| 35297 |
EmbedForge
Claim
Enables AI-driven embedded development: generate, build, flash, and debug firmw…
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| 35298 |
FilePulse-CLI
Claim
Intelligent file search engine with Frecency ranking, fuzzy matching, and Git a…
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| 35299 |
PureData-MCP
Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
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| 35300 |
Cite Caddy
Claim
Remote MCP server for full read/write access to a Zotero library
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