MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 5 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56101 |
mpp32-mcp-server
Claim
Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs yo…
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| 56102 |
line-desktop-mcp
Claim
Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
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| 56103 |
rate-limit-manager
Claim
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
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| 56104 |
solnk-mcp
Claim
Official Solnk MCP server — publish and schedule content across 9 platforms (X,…
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| 56105 |
lexilint
Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
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| 56106 |
mcp-vision
Claim
通过火山引擎方舟视觉模型为无视觉能力的主模型提供识图能力的MCP服务器,支持图片描述和文字提取。
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| 56107 |
docforge-mcp
Claim
Enables complete Office document lifecycle management for AI agents, including …
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| 56108 |
Google News & Trends MCP
Claim
Query Google News RSS feeds and search interest over time via Google Trends.
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| 56109 |
figma-developer-mcp
Claim
Enables coding agents like Cursor to access Figma design data, fetch layout and…
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| 56110 |
cc-switch-websearch
Claim
Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG i…
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| 56111 |
http-mcp
Claim
Enables LLMs to make HTTP requests with OAuth2, session cookies, retry logic, a…
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| 56112 |
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
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| 56113 |
konbu
Claim
Self-hostable all-in-one planner (calendar, notes, todos, bookmarks) with built…
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| 56114 |
oceanbus-mcp-server
Claim
Register, discover, message, and transact with other AI agents on the OceanBus …
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| 56115 |
mcp-dauthau
Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
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| 56116 |
compass-mcp
Claim
Compass real-estate for Claude — search, property details, photos, price histor…
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| 56117 |
Enables searching and browsing a curated matrix of 100+ engineering tools by na…
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| 56118 |
mcp-miro
Claim
Connects to the MIRO Whiteboard Application, allowing board manipulation, stick…
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| 56119 |
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
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| 56120 |
whoop-mcp-server
Claim
Connects WHOOP fitness and recovery data to Claude Desktop, enabling users to q…
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| 56121 |
A fashion vertical MCP server providing tools for product SEO audits and trend …
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| 56122 |
MCP Express on Netlify
Claim
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
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| 56123 |
multi-mail-mcp
Claim
Local-first MCP server for agents that need to work across multiple Gmail and M…
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| 56124 |
sql-assistant-mcp
Claim
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
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| 56125 |
KiCad MCP Pro
Claim
AI-powered PCB and schematic design with KiCad. Works with Claude, Cursor, VS C…
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| 56126 |
socialmemory-mcp
Claim
Enables local AI agents to search, read, and manage a user's saved X likes and …
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| 56127 |
dock-ai
Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
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| 56128 |
crawlio-browser
Claim
Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, …
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| 56129 |
maxia-oracle
Claim
Multi-source crypto & equity price feed for AI agents.
Aggregates Pyth, Chainl…
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| 56130 |
collimer-mcp
Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
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| 56131 |
mcp-dagster
Claim
Enables AI agents to interact with Dagster instances, explore data pipelines, m…
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| 56132 |
paypay-mcp
Claim
MCP server for the PayPay Open Payment API, enabling QR code creation, payment …
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| 56133 |
mastra-course
Claim
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| 56134 |
Government Contracts MCP
Claim
Government contract search and federal procurement data: SAM.gov opportunities …
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| 56135 |
An MCP server that enables AI assistants like Cursor and Claude to interact wit…
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| 56136 |
syncause-debug-mcp
Claim
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
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| 56137 |
MCP Agent Toolkit
Claim
Enables agents to share state via a blackboard, record and retrieve failure res…
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| 56138 |
Obsidian Lumina MCP
Claim
A Model Context Protocol server that enables semantic vector search over Obsidi…
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| 56139 |
turtlestack-lite
Claim
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
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| 56140 |
@roompanda/mcp
Claim
Enables AI agents to search availability, price rooms, and make real bookings v…
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| 56141 |
mcp-data-loireatlantique
Claim
Search, explore, and query open data from Loire-Atlantique (France) via natural…
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| 56142 |
timera
Claim
AI Chief of Staff for your time. Drift score, calendar, goals, and AI coaching.
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| 56143 |
Airtable MCP Server
Claim
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
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| 56144 |
pm-agents
Claim
A multi-agent product-management copilot that automates morning briefings, metr…
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| 56145 |
LinkedIn MCP Server
Claim
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
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| 56146 |
devrecall
Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
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| 56147 |
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 56148 |
karst
Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
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| 56149 |
odgs-mcp-server
Claim
ODGS governance enforcement — validation, regulation compilation, drift detecti…
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| 56150 |
An advanced MCP server powered by PHREEQC for industrial wastewater treatment m…
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