MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68101 |
SSMCP
Claim
A stateless HTTP-based protocol for building MCP-compatible servers. Enables ea…
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| 68102 |
french-admin-mcp
Claim
Helps citizens and businesses navigate French bureaucracy with AI, covering tax…
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| 68103 |
Supabase MCP
Claim
MCP server for Supabase, enabling database CRUD, storage management, auth admin…
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| 68104 |
base-escrow-mcp
Claim
MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or …
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| 68105 |
antoskill
Claim
A package manager for Agent Skills — discover, vet, and pin them across Claude …
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| 68106 |
weatherLinnannmaaMCP
Claim
MCP server that provides weather information for the Linnannmaa area, enabling …
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| 68107 |
clockodo-mcp-server
Claim
Enables interaction with the Clockodo time tracking API, providing tools, promp…
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| 68108 |
mindgap
Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
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| 68109 |
trinitas-mcp
Claim
Enables context-aware memory and multi-model orchestration through tools for st…
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| 68110 |
MetaMesh-UGA
Claim
Serverless edge control plane to discover, route and monetize 14,982+ MCP tools.
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| 68111 |
Zendesk Live MCP
Claim
Read-only MCP server for complete, reconciled reporting from live Zendesk data,…
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| 68112 |
Study Bible MCP Server
Claim
Enables deep Bible study through tools for original language lexicons, morpholo…
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| 68113 |
clickup-mcp-server
Claim
Enables AI assistants to manage ClickUp workspaces, teams, spaces, folders, lis…
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| 68114 |
WhatsApp MCP Automation
Claim
A WhatsApp MCP server providing 32 tools for Claude, Cursor, and Windsurf, incl…
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| 68115 |
ftc-knowledge-server
Claim
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
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| 68116 |
bank
Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
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| 68117 |
mcp-pypi
Claim
An MCP server built with FastMCP that provides basic terminal abilities like ru…
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| 68118 |
@wanadev/mcp-gitlab
Claim
Provides full control over GitLab epics, issues, merge requests, pipelines, and…
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| 68119 |
oig-leie-mcp
Claim
Screens individuals and entities against the OIG LEIE exclusion list, returning…
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| 68120 |
Stream MCP
Claim
Enables deployment of MCP servers over HTTP, providing ready-to-use tools for t…
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| 68121 |
mcp-state-sidecar
Claim
MCP State Sidecar: durable state persistence for multi-agent AI workflows
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| 68122 |
draw.io
Claim
Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+…
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| 68123 |
LATS MCP Server
Claim
Enables systematic code investigation using Monte Carlo Tree Search to explore …
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| 68124 |
MCP Local Context
Claim
A simple MCP server for local documentation with RAG capabilities, enabling AI …
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| 68125 |
ragalgo-mcp-server
Claim
Get daily, noise-free market insights for Korean stocks and crypto with scored …
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| 68126 |
extend
Claim
Turn documents into structured data: parse, extract, classify, split, and fill …
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| 68127 |
Google Drive integration with file operations, folder navigation, search, and s…
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| 68128 |
gmail-send
Claim
Enables AI agents to send emails via Gmail using App Password authentication wi…
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| 68129 |
A Model Context Protocol server that lets LLM clients answer business questions…
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| 68130 |
MCP SQL Server
Claim
Provides read-only access to SQL Server databases via Claude Desktop, with mult…
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| 68131 |
Synchronity
Claim
Enables AI assistants to search, compare, and buy products across connected Woo…
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| 68132 |
chatlab-mcp
Claim
MCP server for ChatLab that automates the chatlab-cli in headless HTTP mode, en…
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| 68133 |
Google Docs MCP Server
Claim
A powerful Model Context Protocol (MCP) server implementation for seamless Goog…
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| 68134 |
Alegra MCP
Claim
Enables querying and managing Alegra inventory and products through natural lan…
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| 68135 |
Enables LLM clients to interact with Harvest time tracking accounts for managin…
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| 68136 |
gomag-mcp
Claim
A Model Context Protocol server for the Gomag Public API that provides 48 typed…
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| 68137 |
regex-toolkit-api
Claim
Enables regex testing, replacement, splitting, validation, explanation, escapin…
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| 68138 |
mcp-memory
Claim
Provides persistent memory with semantic search for MCP-based AI agents, enabli…
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| 68139 |
zola-mcp
Claim
Zola wedding planning for Claude — vendors, budget, guests, seating, registry, …
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| 68140 |
TripLedger
Claim
Travel ledger for AI: journeys, stays, expenses, tax-residency day counts and S…
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| 68141 |
MCP Eleven
Claim
An open-source MCP server that turns any AI assistant into a football data anal…
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| 68142 |
Trace
Claim
An MCP server that transforms Claude into an honest CV co-pilot, mechanically v…
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| 68143 |
FlightQueue
Claim
TSA wait times, predictions, FAA delays, and baggage stats for 8,000+ airports.
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| 68144 |
Textile Designer AI
Claim
Textile design AI: print-ready upscaling, seamless repeats, colourways, screen …
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| 68145 |
markfetch
Claim
Fetches any URL and returns clean markdown, using a real Chrome fingerprint to …
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| 68146 |
cmd-line-mcp1
Claim
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| 68147 |
Ged Invest MCP
Claim
An MCP server for construction tools that calculates wall formwork material tak…
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| 68148 |
mcp-connect
Claim
A dead simple MCP server for exposing your app functions to AI agents like Clau…
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| 68149 |
LifeTracker MCP Server
Claim
Enables logging and retrieving activity data from DynamoDB, supporting activity…
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| 68150 |
AI Tutoring RAG System
Claim
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
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