MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46301 |
Google Workspace MCP
Claim
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
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| 46302 |
Compute Finance Oracle
Claim
Live AI compute pricing oracle — real-time LLM model prices across providers
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| 46303 |
EasyReg is a UK private number plate search and transfer service. This MCP serv…
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| 46304 |
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
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| 46305 |
Echo Prayer MCP Server
Claim
Provides guided prayers, semantic search, and pastoral care tools (encouragemen…
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| 46306 |
undo
Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
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| 46307 |
copilot-cloud-agent-mcp
Claim
Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via it…
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| 46308 |
MCP server that abstracts the Nginx Proxy Manager API, enabling management of p…
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| 46309 |
MCP server for Odoo 18 with 38 business tools
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| 46310 |
mcp-server-251215
Claim
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| 46311 |
Wawp MCP Server
Claim
Enables AI models to interact with WhatsApp instances through the Wawp API, all…
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| 46312 |
LND MCP Server
Claim
Connects to Lightning Network nodes and enables natural language queries for ch…
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| 46313 |
Enables AI assistants to perform Active Directory reconnaissance by enumerating…
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| 46314 |
Documents MCP Server
Claim
A production-ready Model Context Protocol server that bridges local document ma…
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| 46315 |
Low-cost decision layer before high-stakes agent-tool spend.
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| 46316 |
Deriva MCP Server
Claim
Enables AI assistants to manage Deriva catalogs and execute ML workflows, inclu…
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| 46317 |
PhantomHand
Claim
A minimalist browser control engine that allows LLM agents to visually perceive…
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| 46318 |
XrayDB MCP Server
Claim
Prototype of a Model Context Protocol (MCP) server that provides access to X-ra…
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| 46319 |
Kion MCP Server
Claim
Enables interaction with the Kion platform for cloud cost management, governanc…
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| 46320 |
query-executor
Claim
Enables AI agents to read and optionally write to PostgreSQL databases through …
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| 46321 |
Parcel Pilot MCP
Claim
Enables AI to query your personal package tracking information from Taobao, JD,…
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| 46322 |
Chess MCP Server
Claim
Enables AI assistants to explore player profiles, ratings, game archives, leade…
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| 46323 |
Supabase MCP Server
Claim
A production-ready MCP server providing AI assistants with intelligent Supabase…
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| 46324 |
MCP Codex Worker
Claim
Enables Codex to delegate bulk code reading, patching, and testing to an async …
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| 46325 |
Enables running MCP tools remotely on Cloudflare Workers with OAuth authenticat…
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| 46326 |
idf-mcp
Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
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| 46327 |
Roblox MCP Server
Claim
Enables AI assistants to interact with running Roblox game instances by inspect…
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| 46328 |
Macaroon Network
Claim
Discovery client for Macaroon Network, an AI-agent marketplace paying via Light…
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| 46329 |
mcp-dm8-server
Claim
Provides table structure browsing and read-only query capabilities for DM8 data…
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| 46330 |
fallclaimpractice-mcp
Claim
MCP server for foldkit that exposes 10 tools and 4 resources for 7-prime spine,…
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| 46331 |
czech-legal-mcp
Claim
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| 46332 |
Base Converter MCP
Claim
An MCP server providing deterministic base conversions (binary, hex, octal, dec…
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| 46333 |
Fact-Checker MCP Server
Claim
This MCP server enables AI agents to extract, verify, and cache factual claims …
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| 46334 |
PostgreSQL MCP Server
Claim
Enables interaction with PostgreSQL databases through resources, tools, and pro…
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| 46335 |
An MCP server that provides Claude with direct access to EVE Online character d…
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| 46336 |
CoordMCP
Claim
A coordination server that enables multiple AI coding agents to work together o…
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| 46337 |
Data Analysis MCP Server
Claim
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
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| 46338 |
google-mcp
Claim
Enables interaction with Google Chat through MCP, allowing listing spaces and m…
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| 46339 |
ardhi-mcp
Claim
MCP server for Kenya land administration — title search, land rates, subdivisio…
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| 46340 |
Base DEX meta-router. Races 0x, ParaSwap, Aerodrome & Uniswap V3. Best quote. X…
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| 46341 |
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
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| 46342 |
Network Ops MCP
Claim
Aggregates network operations tools such as retrieving local network configurat…
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| 46343 |
searchloinc
Claim
Enables LLMs to search LOINC terms with free-text, relevance-ranked, and facete…
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| 46344 |
mcp-coinmarketcap
Claim
Enables AI agents to query cryptocurrency data including prices, market cap, ra…
|
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| 46345 |
barcoding-mcp
Claim
Enables encoding 100+ barcode symbologies and decoding common 1D/2D formats, pl…
|
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| 46346 |
vibe-mcp-03
Claim
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| 46347 |
Fathom
Claim
Reverse-engineering tools for agents over MCP/A2A, with evidence-carrying findi…
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| 46348 |
Enables comprehensive search and browsing of Berlin city services. Also support…
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| 46349 |
react-perf-mcp
Claim
An MCP server that runs parallel AI agents to analyze React components for perf…
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| 46350 |
MCP-SOC Middleware
Claim
Enables AI agents to interact with Splunk SIEM and TheHive SOAR through a unifi…
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