MCP Server Quality Scores
Independent quality analysis of 61955 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31901 |
uspto-mcp-server
Claim
Search USPTO patent applications, PTAB trial proceedings, and petition decision…
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| 31902 |
PostGrid MCP Server
Claim
Enables sending letters and MICR-encoded checks, managing contacts and template…
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| 31903 |
NIX MCP Server
Claim
Enables AI-powered blockchain data queries and analysis through the Native Inde…
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| 31904 |
Hello
Claim
Greet people by name and scrape websites for content. Gather page information q…
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| 31905 |
mcp-gnu-units
Claim
Unit conversion and dimensional analysis backed by the bundled GNU units databa…
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| 31906 |
agenttune
Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
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| 31907 |
MadeOnSol
Claim
Real-time Solana trading intelligence: track 1,069 KOL wallets with <3s latency…
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| 31908 |
CTX
Claim
CTX - Context Runtime Engine for Coding Agents
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| 31909 |
fluent-mcp-server
Claim
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
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| 31910 |
agent-runtime-mcp
Claim
Enables persistent task and goal management with AI-powered decomposition, cros…
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| 31911 |
mcp-enterprise-agent
Claim
An enterprise-grade MCP server that enables LLM agents to securely interact wit…
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| 31912 |
psd-mcp-server
Claim
Enables parsing of PSD files and extraction of layer information, design tokens…
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| 31913 |
mcp-gera-voice
Claim
GeraVoice MCP (placeholder) — voice-native gateway for emerging markets. Launch…
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| 31914 |
blast-scope
Claim
Contextual blast-radius scoring for shell commands an AI agent is about to run
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| 31915 |
CVpop
Claim
# CVpop MCP Server
Create and customize professional CVs and resumes directly …
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| 31916 |
OpenClaw Consensus
Claim
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
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| 31917 |
x402 Ads MCP
Claim
x402 Ads lets AI agents buy and verify ad placements with per-request USDC paym…
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| 31918 |
Web Reader
Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
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| 31919 |
Provides a unified interface for security analysts to gather threat intelligenc…
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| 31920 |
Enables AI assistants to query Taiwan's legal databases including court judgmen…
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| 31921 |
LFM2.5-local
Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
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| 31922 |
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
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| 31923 |
eph-context
Claim
Provides official INDEC register designs and methodological rules to AI models,…
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| 31924 |
scholarmcp
Claim
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| 31925 |
Weather data, forecast API, climate data, historical weather, alerts, agricultu…
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| 31926 |
24 tools for evidence-graded clinical queries, hormones, peptides, longevity & …
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| 31927 |
esrp-mcp-server-test
Claim
The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
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| 31928 |
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
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| 31929 |
An MCP server that lets AI models interact with Oracle Fusion Cloud HCM across …
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| 31930 |
server
Claim
Construction data API for AI agents: calculators, codes, costs, products, bench…
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| 31931 |
mcp
Claim
Profile, CV, jobs, compensation & application-tracking tools for AI agents, by …
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| 31932 |
agentmart
Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
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| 31933 |
Model Ledger
Claim
Model inventory and governance: trace deployed models and their dependencies as…
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| 31934 |
voice-mcp
Claim
Complete voice interaction server supporting speech-to-text, text-to-speech, an…
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| 31935 |
biosamples-mcp
Claim
Validates biological sample metadata against ENA checklists, recommends appropr…
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| 31936 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 31937 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 31938 |
RenderMark
Claim
Markdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.
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| 31939 |
Wisnu MCP
Claim
A travel booking server that enables searching for flights, hotels, and destina…
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| 31940 |
patxin
Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
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| 31941 |
Delx Memory
Claim
Local-first persistent memory MCP: shared SQLite key/value store, searchable, T…
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| 31942 |
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
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| 31943 |
PaladinFi Swap
Claim
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
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| 31944 |
Enables querying Lithuanian financial regulation data, including regulations, e…
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| 31945 |
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
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| 31946 |
asd
Claim
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| 31947 |
Brandcode MCP
Claim
Make your brand machine-readable. Extract identity from any website into tokens…
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| 31948 |
Lark MCP Server
Claim
Enables AI models to send messages to Lark users and manage calendar events (li…
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| 31949 |
supply-chain-mcp
Claim
Supply chain management and logistics tools for AI agents. Capabilities: shipme…
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| 31950 |
advanced-calculator-mcp
Claim
An advanced calculator MCP server that provides a wide range of mathematical op…
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