MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42801 |
Provides comprehensive codebase analysis and semantic understanding through int…
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| 42802 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
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| 42803 |
Mevzuat MCP
Claim
Provides programmatic access to the Turkish Ministry of Justice Legislation Inf…
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| 42804 |
Velociraptor MCP Server
Claim
Enables AI agents to interface with Velociraptor for digital forensics and inci…
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| 42805 |
Sage MCP
Claim
An academic research server that provides LLMs with full-text search and retrie…
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| 42806 |
HiveAgent — The Agentzon
Claim
498 MCP tools across 12 industry verticals. Marketplace, escrow, DeFi, legal, h…
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| 42807 |
drug-pipeline-mcp
Claim
Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …
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| 42808 |
MCP Server POC
Claim
Validate and experiment with Model Context Protocol server implementations supp…
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| 42809 |
Linear
Claim
Interact with Linear's API for managing issues, projects, and teams.
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| 42810 |
Fibonex Trading Signals
Claim
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
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| 42811 |
ODPS MCP Server
Claim
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
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| 42812 |
devpulse-mcp
Claim
Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
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| 42813 |
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
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| 42814 |
Field Ascend
Claim
Field Ascend is a multi-tenant field service management platform used by engine…
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| 42815 |
MCP Sandbox Server
Claim
Provide a sandbox environment to test and develop MCP servers compatible with C…
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| 42816 |
scholarmcp
Claim
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| 42817 |
mcp-win-toast
Claim
Enables AI assistants to send Windows toast notifications and dialog boxes, all…
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| 42818 |
MCP Context Hub
Claim
A local MCP server for RAG memory, semantic search, and context optimization us…
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| 42819 |
Query school vacation calendars for Belgium, Netherlands, and Luxembourg (2019-…
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| 42820 | — | |||||||||
| 42821 |
shuka
Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
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| 42822 |
glowing-memory
Claim
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| 42823 |
digiloglabs
Claim
digiloglabs mcp
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| 42824 |
awesome-ai-plugins
Claim
A curated list of awesome plugins for AI assistants including Claude Code, Open…
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| 42825 |
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
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| 42826 |
Ingrids Reisetjenester
Claim
Enables intelligent travel planning by combining weather forecasts and route ca…
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| 42827 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 42828 |
Weather
Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
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| 42829 |
Public read-only MCP HTTP gateway for the Solapur software developers registry.
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| 42830 |
bunge-ds-mcp
Claim
MCP server that exposes the @bunge/ds-components design system catalog, allowin…
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| 42831 |
Hostaway MCP Server
Claim
Enables AI assistants to interact with Hostaway's property management platform …
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| 42832 |
Enables comprehensive file and document operations including image compression,…
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| 42833 |
Connects the OpenFEC API to AI assistants for investigating US federal campaign…
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| 42834 |
kernelcad
Claim
Agent-first CAD: editable .kcad.ts source, deterministic review, OpenCASCADE ke…
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| 42835 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 42836 |
data-aggregator-mcp
Claim
Searches and fetches research datasets across Zenodo, DataCite (Dryad/Figshare/…
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| 42837 |
csv-tools-ai-mcp
Claim
csv-tools-ai-mcp MCP server by MEOK AI Labs
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| 42838 |
Fuul MCP Server
Claim
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
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| 42839 |
hermes-mcp
Claim
An MCP server that allows Claude Desktop and other MCP clients to delegate task…
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| 42840 |
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
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| 42841 |
Detect Objects using JigsawStack's AI Models.
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| 42842 |
personal-finance-ai-mcp
Claim
personal-finance-ai-mcp MCP server by MEOK AI Labs
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| 42843 |
cchub
Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
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| 42844 |
kinhsach
Claim
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| 42845 |
websets-mcp-server
Claim
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| 42846 |
sleep-tracker-ai-mcp
Claim
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
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| 42847 |
sf-mcp-server
Claim
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| 42848 |
Search official documentation for well-known libraries.
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| 42849 |
RenderMark
Claim
Markdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.
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| 42850 |
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
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