MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27851 |
LocalVoiceMode
Claim
A local voice interface providing high-performance speech recognition and natur…
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| 27852 |
stayzi
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| 27853 |
marketplace
Claim
AI marketplace: search, buy, sell across Amazon, eBay, AliExpress. 13 tools.
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| 27854 |
agent-tasks
Claim
Pipeline task management for AI agents - stages, dependencies, artifacts, claim…
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| 27855 |
A Model Context Protocol server that enables interaction with Shortcut (formerl…
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| 27856 |
MCP Unity Editor
Claim
Enables AI assistants to interact with Unity Editor through the Model Context P…
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| 27857 |
DDG MCP Server
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 27858 |
origin-sec-registry
Claim
SEC-verified company data for AI. 8K+ companies, 1.19M filings. Origin chain pr…
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| 27859 |
Vehicle safety recalls, complaints, and crash data from NHTSA
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| 27860 |
Uranium MCP Server
Claim
Enables LLMs to create and manage NFT collections and assets through the Uraniu…
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| 27861 |
jaamun
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| 27862 |
sdk
Claim
Analyze your project to detect its language and deployment needs. Generate and …
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| 27863 |
Hostaway MCP Server
Claim
Enables AI assistants to interact with Hostaway's property management platform …
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| 27864 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 27865 |
MCP OpenDART
Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
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| 27866 |
SatRank
Claim
Lightning Network trust oracle for AI agents. Provides real-time node reachabil…
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| 27867 |
Agent Memory Bridge
Claim
MCP-native, local-first memory for coding agents that turns real sessions into …
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| 27868 |
Access
Claim
Self-hosted credential store and API proxy for AI agents. One Bearer token, all…
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| 27869 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries to…
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| 27870 |
agent-payment-mcp
Claim
Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketpla…
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| 27871 |
codeweave
Claim
Save tokens — your AI agent gets precise code context, not file dumps.
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| 27872 |
chordsynth
Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
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| 27873 |
leapfrog
Claim
Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, s…
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| 27874 |
ifg-tax
Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
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| 27875 |
mcp-testweather
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| 27876 |
ololand-dd
Claim
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cro…
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| 27877 |
referencime
Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
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| 27878 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 27879 |
MCP JSON Maker
Claim
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
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| 27880 |
civic-mcp-gateway
Claim
Give your AI agents a verified identity, scoped permissions, audit trails, and …
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| 27881 |
art
Claim
Art MCP — Metropolitan Museum of Art Collection API (free, no auth)
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| 27882 |
Tactual
Claim
Screen-reader navigation cost analyzer. Scores AT user effort to find, reach, a…
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| 27883 |
PostgreSQL MCP Server
Claim
Enables querying PostgreSQL database metadata including table lists and schema …
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| 27884 |
Harvest MCP Server
Claim
Provides MCP integration for Harvest's time tracking, project management, and i…
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| 27885 |
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
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| 27886 |
rendoc
Claim
Generate professional PDFs from Claude, Cursor, and other AI tools. Create invo…
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| 27887 |
Forage-mcp
Claim
MCP server giving AI agents real-time web search, page scraping, company intell…
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| 27888 |
Mnemo Cortex
Claim
Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based …
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| 27889 |
Frisco MCP
Claim
Enables AI assistants to shop on frisco.pl, Poland's online grocery store, with…
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| 27890 |
giskard-oasis
Claim
Pay-per-use contextual guidance for AI agents. When an agent loses direction, i…
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| 27891 |
A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (…
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| 27892 |
Enables route search and PDF generation using Japan's Ekispert API through a re…
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| 27893 |
Argus
Claim
One endpoint, five search providers. Search broker for AI agents with automatic…
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| 27894 |
FrankenClaw
Claim
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
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| 27895 |
Enables comprehensive shipping and order management through EasyPost and Veeqo …
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| 27896 |
exposes a remote MCP endpoint so agents can:
run strategy backtests by symbol/…
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| 27897 |
Auto dev
Claim
Automotive Data for AI Agents
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| 27898 |
Enables AI agents to integrate Midtrans payments by providing comprehensive doc…
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| 27899 |
MetaMCP Admin MCP
Claim
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
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| 27900 |
whichmodel-mcp
Claim
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
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