MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57551 |
Turn agent intent into physical parts: engineering review, measured geometry, c…
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| 57552 |
cyclesite-mcp-server
Claim
Search, value, sell, and trust-check used bikes on Cyclesite — UK's used-bicycl…
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| 57553 |
litellm-mcp
Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
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| 57554 |
BoardBrief AI
Claim
AI-powered board deck generation and governance reporting for private equity fi…
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| 57555 |
bog-ipay-mcp
Claim
MCP server for Bank of Georgia iPay payment gateway, enabling payment orders, r…
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| 57556 |
OpenClaw量化交易工具集
Claim
量化交易MCP工具集，27个工具覆盖策略指标、回测引擎、风控分析和数据管线
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| 57557 |
Anthropometric prediction API: predict measurements, list countries, list measu…
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| 57558 |
mcp-for-metabase
Claim
A safety-gated Python MCP server for Metabase that lets MCP clients and agents …
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| 57559 |
psyche-ai
Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
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| 57560 |
mcp-server
Claim
Operating contracts for AI agents. Structured instructions compiled into system…
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| 57561 |
firmware-attestation-mcp
Claim
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
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| 57562 |
yadisk-mcp
Claim
MCP server for Yandex Disk that enables file and folder management, search, upl…
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| 57563 |
Enables LLMs to query Zilliqa validator node metrics including stake, earnings,…
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| 57564 |
conduitAI
Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
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| 57565 |
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
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| 57566 |
mcp-chzzk
Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
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| 57567 |
Notion MCP Server
Claim
Enables interaction with Notion workspaces through the Notion API with health m…
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| 57568 |
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
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| 57569 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 57570 |
CashClaw GHL MCP
Claim
An MCP server for GoHighLevel with 82 live-tested tools, enabling CRM operation…
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| 57571 |
tokenbel/financial-data
Claim
Read-only MCP server providing access to Belarusian securities data: tokens, sh…
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| 57572 |
agent-harnesses
Claim
Agent-harness picks, search, and decision guides over a curated, weekly-rescore…
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| 57573 |
Ledgy
Claim
Log, query, and edit expenses, budgets, and accounts in Ledgy from any MCP-comp…
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| 57574 |
mcp_zoomeye
Claim
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| 57575 |
astro
Claim
Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
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| 57576 |
trovex
Claim
Serves coding agents one canonical doc per query instead of rereading the repo …
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| 57577 |
Kanban Zone MCP Server
Claim
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
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| 57578 |
LQWD Gateway
Claim
Free Lightning faucet MCP — agents register, get an inbound channel, bootstrap …
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| 57579 |
# ManyContacts MCP Server
MCP (Model Context Protocol) server for [ManyContact…
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| 57580 |
World Monitor
Claim
Live markets, conflicts, country risk, chokepoints, energy, and China decision …
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| 57581 |
@striderlabs/mcp-lyft
Claim
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
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| 57582 |
dittu
Claim
Turns a phone into a camera+Bluetooth remote so AI assistants can see and contr…
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| 57583 |
mcp-gateway
Claim
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
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| 57584 |
SEO keyword research API for AI agents. Generate keyword ideas from Google Sugg…
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| 57585 |
options-chain-mcp
Claim
Read-only MCP server for options research with server-side filtering to reduce …
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| 57586 |
Enables natural language interaction with Unanet GovCon ERP for project managem…
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| 57587 |
Clear Thought MCP Server
Claim
Provides mental models, design patterns, debugging approaches, and structured t…
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| 57588 |
apple-reminders-mcp
Claim
Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
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| 57589 |
Moddable Games Tools
Claim
15 tools for chess variant analysis, hex map generation, and board game utiliti…
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| 57590 |
A Model Context Protocol server that lets Claude and any other MCP-compatible c…
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| 57591 |
canvas-control
Claim
Turns Canvas LMS into a scriptable pipeline and exposes it to AI assistants via…
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| 57592 |
Turn any URL into clean markdown/JSON for AI agents. Self-hostable web content …
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| 57593 |
Weather forecasts, alerts, air quality, marine, radar imagery, lightning. NOAA …
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| 57594 |
Trainzilla Coach MCP
Claim
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-clic…
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| 57595 |
AI Workbench MCP
Claim
Goose-first MCP server for Workbench-owned acceptance evidence, validation gate…
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| 57596 |
Polarion MCP Server
Claim
Integrates with Siemens Polarion ALM to manage test cases, test runs, and resul…
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| 57597 |
lever-mcp-server
Claim
Enables Claude to interact with the Lever ATS for candidate management, intervi…
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| 57598 |
test-mcp2
Claim
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| 57599 |
gemini-mcp
Claim
A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistan…
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| 57600 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
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