MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 4 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60001 |
next-finance
Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
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| 60002 |
xian-mcp-server
Claim
Enables AI assistants to interact with the Xian blockchain, including wallet ma…
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| 60003 |
An MCP server providing Model-usable tools to fetch real-time quotes, historica…
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| 60004 |
openai-usage-mcp
Claim
MCP server for querying OpenAI usage and cost data, including spend summaries, …
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| 60005 |
continuityos
Claim
An MCP server offering hybrid memory recall and continuity tools for AI agents.…
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| 60006 |
ProjectMemory
Claim
A proof-of-concept MCP server for security research demonstrating a multi-phase…
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| 60007 |
mcp-sheet-filler
Claim
MCP server for storing and safely auto-filling tabular data. Enables AI agents …
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| 60008 |
mcp-denue
Claim
INEGI DENUE MCP — Mexico's directory of economic units (~6M businesses).
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| 60009 |
TokenTrace
Claim
Local-first AI CLI usage analytics for agents.
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| 60010 |
VRMCP
Claim
Enables AI to control 3D VRM models via natural language, supporting expression…
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| 60011 |
abgeordnetenwatch
Claim
Access German federal and state parliament data, including politicians and mand…
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| 60012 |
Hangeul-mcp
Claim
Recognizes HWP/HWPX form structures and fills in AI-generated values while pres…
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| 60013 |
Avalara Returns
Claim
Provides access to Avalara Global Returns API for tax returns, filing calendars…
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| 60014 |
MCP server for ATOL Online fiscal receipt API. Enables 54-FZ compliant receipt …
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| 60015 |
proxmox-mcp
Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
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| 60016 |
ClockifyMCP
Claim
Remote-first MCP server for personal Clockify time tracking, exposing tools to …
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| 60017 |
WebQuest MCP
Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
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| 60018 |
Provides instant access to verified, enriched business intelligence for any UK …
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| 60019 |
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
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| 60020 |
Harvest MCP Server
Claim
Connect your AI assistant to Harvest time tracking. Query time entries, analyze…
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| 60021 |
Study Database MCP
Claim
An MCP server that provides deterministic math computation (numeric, symbolic, …
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| 60022 |
mcp-arcgis-cumberland
Claim
Enables searching and querying Cumberland County, NC open geospatial data (parc…
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| 60023 |
An MCP server that provides tools for managing GitHub issue relationships, incl…
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| 60024 |
AI Sound MCP Server
Claim
Enables AI assistants to programmatically edit, analyze, and export audio proje…
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| 60025 |
agent-reach-mcp
Claim
Provides 13 internet platforms as MCP tools for AI agents, enabling read, searc…
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| 60026 |
leakferret
Claim
Context-aware secret scanner that lets an AI agent scan code, verify which leak…
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| 60027 |
Enables deploying a remote MCP server without authentication on Cloudflare Work…
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| 60028 |
lethe
Claim
Context GC for LLM agents: offload large tool outputs and recall them to save t…
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| 60029 |
mcp-boards-nk
Claim
MCP server for Mattermost Boards (Focalboard) that enables natural language man…
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| 60030 |
mirador-mcp
Claim
Thin MCP adapter for Mirador Core that exposes data tools through the Core Inte…
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| 60031 |
LLM Wiki Harness
Claim
Enables building and querying a local wiki knowledge base from raw source files…
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| 60032 |
Enrich a company domain into firmographics via Apify: employees, industry, HQ, …
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| 60033 |
mocoVoice MCP Server
Claim
Enables transcription of audio and video files using mocoVoice API, allowing us…
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| 60034 |
mcp-postgres-server
Claim
MCP server providing PostgreSQL and Vertica database access with tools for quer…
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| 60035 |
selagent
Claim
A Selenium-based MCP server that exposes browser automation tools for navigatio…
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| 60036 |
llama-mcp-server
Claim
MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…
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| 60037 |
Simple Python MCP Server
Claim
A simple MCP server implementation in Python using FastMCP and FastAPI, providi…
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| 60038 |
mc-rcon-mcp
Claim
Enables Minecraft server management via RCON: execute commands, list players, g…
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| 60039 |
ebay-mcp
Claim
Enables interaction with eBay APIs for account verification, item search, and b…
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| 60040 |
sf-mcp
Claim
MCP server for Salesforce that exposes CLI, REST, Connect, Data 360, Bulk 2.0, …
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| 60041 |
Serverless MCP Server
Claim
A minimal, production-ready MCP server running on AWS Lambda with Streamable HT…
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| 60042 |
skaut-mcp
Claim
Tech product recommendations for Chile with real prices in CLP.
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| 60043 |
mcp-arcgis-cranston
Claim
Enables querying and searching Cranston, Rhode Island open geospatial datasets …
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| 60044 |
mdn-translation-ja-mcp
Claim
Assists MDN Japanese translation tasks by automating file copying from English …
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| 60045 |
QRWC Svelte MCP
Claim
MCP server that provides tools, resources, and prompts to help LLMs build Svelt…
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| 60046 |
bybit-trading
Claim
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
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| 60047 |
claude-intercom
Claim
Enables real-time messaging between Claude Code instances, allowing agents to s…
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| 60048 |
zulip-mcp
Claim
Enables Claude to access and summarize recent activity in Zulip channels, with …
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| 60049 |
kontra
Claim
Adds a challenger to your AI chat, enabling debate with multiple AI debaters to…
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| 60050 |
Mailchimp MCP Server
Claim
Comprehensive MCP server for Mailchimp Marketing API v3.0 with over 104 tools a…
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