MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54851 |
wallet-analytics-mcp
Claim
Fetches and parses on-chain swap transactions from blockchain wallets for LLM-b…
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| 54852 |
database-explorer-mcp
Claim
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
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| 54853 |
geond-agent-protocol
Claim
Local-first shared memory and coordination layer for AI coding agents: reposito…
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| 54854 |
gmail-mcp5
Claim
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| 54855 |
TrueNAS AIops
Claim
Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guar…
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| 54856 |
Reference Servers
Claim
Explore a variety of implementations that enhance Large Language Models with se…
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| 54857 |
receiptconverter-mcp
Claim
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
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| 54858 |
aviation-mcp
Claim
Live aviation data for AI agents: METAR weather, airports, aircraft, glossary &…
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| 54859 |
bell-mcp
Claim
A local MCP server that rings a bell through your speakers to provide audible n…
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| 54860 |
Elyan Staking MCP Server
Claim
Enables AI agents to stake tokens for skill acquisition and verify staking verd…
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| 54861 |
An MCP server that bridges the physical world and AI models by enabling natural…
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| 54862 |
Agent Workpad
Claim
Low-context public task coordination for software agents.
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| 54863 |
A Model Context Protocol server that helps users create, validate, and optimize…
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| 54864 |
beacon-mcp
Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
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| 54865 |
wpwriter
Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
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| 54866 |
Mneme
Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
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| 54867 |
FlowSpec MCP
Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
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| 54868 |
ansys-aedt-mcp
Claim
Enables AI agents to control Ansys Electronics Desktop (HFSS, Maxwell, Q3D, etc…
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| 54869 |
EasyReg is a UK private number plate search and transfer service. This MCP serv…
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| 54870 |
finance-agent
Claim
Enables AI agents to call deterministic finance tools (compound interest, loan …
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| 54871 |
Guardpost MCP Server
Claim
Runtime agent firewall for PII redaction, rate limits, and policy enforcement, …
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| 54872 |
LearningSuite MCP Server
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 54873 |
Enables Claude to interact with Google Workspace services including Gmail, Driv…
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| 54874 |
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
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| 54875 |
DynamoDB MCP Server
Claim
A Model Context Protocol server for managing Amazon DynamoDB resources, providi…
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| 54876 |
whois-mcp-server
Claim
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
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| 54877 |
chipi-v0-shadcn
Claim
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| 54878 |
contract-compass
Claim
Korean public procurement law: rule-engine rulings, statutes search, live court…
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| 54879 |
nextjs-agent-mcp
Claim
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
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| 54880 |
eaight
Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
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| 54881 |
todoglow
Claim
See what each of your coding agents is working on, and read or advance your tod…
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| 54882 |
Cycle Tracker
Claim
Live UK bike-share availability: nearby bikes and stations, popular stations, 9…
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| 54883 |
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
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| 54884 |
keep
Claim
Keep — AI-first delivery PMO: projects, records, tasks, cycles, requirements, a…
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| 54885 |
Obsidian MCP Server
Claim
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
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| 54886 |
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| 54887 |
multi-agent-mcp
Claim
An MCP server that exposes web lookup, save note, and list notes tools for a ro…
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| 54888 |
TrainingPeaks MCP Server
Claim
Enables AI assistants to interact with TrainingPeaks accounts to analyze traini…
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| 54889 |
postgres-mcp-js
Claim
A Model Context Protocol (MCP) server for PostgreSQL that provides safe, struct…
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| 54890 |
steam-trends-mcp
Claim
Track concurrent player counts and game momentum for any title on Steam via AI …
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| 54891 |
findocs-mcp
Claim
An eval-first MCP server for semantic search and grounded Q\&A over financial d…
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| 54892 |
PuckAPI
Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
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| 54893 |
snapcall
Claim
Generate Video call url
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| 54894 |
PR-Splitter-MCP
Claim
An MCP server that intelligently splits large pull requests into multiple small…
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| 54895 |
botverse-mcp
Claim
Video transcoding (MP4, WebM, ProRes, GIF, MP3) and document conversion (PDF, D…
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| 54896 |
mdm-mcp
Claim
Provides 12 MCP tools to directly interact with DEM MDM backend API, enabling C…
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| 54897 |
mcp-boundary
Claim
Wraps your existing MCP servers and checks each tool call against policy and li…
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| 54898 |
milky-file-search
Claim
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| 54899 |
celestine
Claim
MCP server for astrological calculations — birth charts, transits, progression…
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| 54900 |
freshrss-mcp
Claim
Enables AI assistants to read and manage FreshRSS feeds, including listing subs…
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