MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45301 |
RenderProof
Claim
A local-first MCP server that captures rendered web evidence including screensh…
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| 45302 |
KumoRFM MCP Server
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Enables AI assistants to query KumoRFM for predictive analytics on relational d…
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| 45303 |
langlearn-tts
Claim
Enables Claude to speak in 70+ languages, including pronunciation, audio flashc…
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| 45304 |
MCP server for Microsoft SQL Server — read and data write operations, no DDL
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| 45305 |
Enables AI coding assistants to query private academic paper collections via st…
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| 45306 |
relai-mcp-server
Claim
Lets any MCP-compatible AI agent authorize itself with RelAI and call paid x402…
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| 45307 |
agentbox
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A threaded message relay for ChatGPT and local coding agents, enabling message …
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| 45308 |
Webtools MCP Server
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Provides comprehensive web analysis and auditing tools including HTML extractio…
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| 45309 |
mcp-data-providence
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Enables querying and searching the Providence Open Data catalog via Socrata SoQ…
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| 45310 |
Kythene
Claim
Your AI's work, reviewed by your team, remembered - shared artifacts with revie…
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| 45311 |
Knowledge coverage map and health score. Ingest docs into a governed knowledge …
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| 45312 |
ReadySMS MCP Server
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Enables sending SMS messages, managing contacts, campaigns, and inbox from AI a…
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| 45313 |
NodeSeek MCP Server
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An MCP server enabling LLMs to interact with the NodeSeek forum, supporting acc…
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| 45314 |
niceassos-spec-mcp
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Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
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| 45315 |
cerata-mcp-server
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Enables hunting and analyzing GitHub repositories, extracting code patterns as …
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| 45316 |
AgentTax MCP Server
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Enables MCP tool developers and AI agents to track payments, calculate sales ta…
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| 45317 |
jq-mcp
Claim
An MCP server that exposes a single tool, jq, for running jq filters against JS…
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| 45318 |
miraya
Claim
Enables Claude to research audience, competitors, and trends, generate Hinglish…
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| 45319 |
wpscan-mcp
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Enables querying the WPScan API for WordPress plugin, theme, core vulnerabiliti…
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| 45320 |
korea-realestate-mcp
Claim
Enables AI agents to query and analyze Korean apartment real estate transaction…
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| 45321 |
Syncpen
Claim
The markdown workspace your AI can read, search, and suggest edits in — every c…
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| 45322 |
ProposalPilot MCP Server
Claim
Generates professional, AI-powered freelance project proposals including execut…
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| 45323 |
remote-mcp-server
Claim
MCP server on Cloudflare Workers with OAuth login, enabling remote tool calls l…
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| 45324 |
video-probe-mcp
Claim
Inspect local video and audio files with ffprobe, returning structured metadata…
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| 45325 |
Marketcaper lets AI clients compare crypto, stocks, fiat currencies, GDP, and b…
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| 45326 |
Automates the full setup and deployment of Ballerina + Apache ActiveMQ integrat…
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| 45327 |
Enables users to capture TouchDesigner node network screenshots and ask Claude …
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| 45328 |
universal-memory
Claim
A vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "rep…
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| 45329 |
cron-ai-mcp
Claim
cron-ai-mcp MCP server by MEOK AI Labs
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| 45330 |
Stratta
Claim
Read the SIA and Eurocode norms your bureau licensed, cited to the section and …
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| 45331 |
Kahuna
Claim
A persistent memory MCP server for AI copilots that automatically surfaces rele…
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| 45332 |
mcp-finance
Claim
MCP server for capturing and classifying daily expenses, built with Node.js and…
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| 45333 |
Discord MCP Server
Claim
Enables AI clients to manage Discord servers through natural language, offering…
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| 45334 |
adorbis-mcp
Claim
Adorbis AI MCP server. One key, 40+ models, auto-routed.
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| 45335 |
write-like-me-mcp
Claim
Enables Claude to write in your personal style by learning from your local docu…
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| 45336 |
Mobus
Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
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| 45337 |
mcp-server-wheel-size
Claim
Wheel-Size.com fitment API: OEM and aftermarket wheel and tyre data for 100k+ v…
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| 45338 |
Enable AI-driven creation and validation of Eagle CAD components by bridging Cl…
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| 45339 |
Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — a…
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| 45340 |
neoforge-kb-mcp
Claim
MCP server that provides RAG-based access to Neoforge Mod API documentation, en…
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| 45341 |
Dispatch Tickets
Claim
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
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| 45342 |
Axis
Claim
Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on o…
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| 45343 |
NEAR Liquid Staking
Claim
MCP server enabling Claude to interact with NEAR liquid staking protocols Meta …
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| 45344 |
Advanced MCP HTTP Server
Claim
An HTTP-based MCP server that provides filesystem tools and code analysis, enab…
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| 45345 |
mcp-server
Claim
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| 45346 |
maid-runner-mcp
Claim
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
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| 45347 |
telemem
Claim
Long-term and multimodal memory for AI agents - character-aware, mem0-compatibl…
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| 45348 |
weather
Claim
MCP weather server for Windows tutorial
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| 45349 |
ContextLayer
Claim
Intelligent context infrastructure for AI teams: knowledge graph, sessions, tas…
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| 45350 |
Refract
Claim
MCP proxy that compresses tool schemas on the fly. Up to 98% token reduction, 1…
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