MCP Server Quality Scores
Independent quality analysis of 64153 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62651 |
rms-mcp
Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
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| 62652 |
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
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| 62653 |
memsearch-mcp
Claim
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent …
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| 62654 |
Task Manager MCP Server
Claim
A comprehensive task management MCP server built with FastMCP, featuring full C…
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| 62655 |
yonote-mcp
Claim
MCP server for managing Yonote workspace, providing 56 tools for documents, col…
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| 62656 |
Excel MCP Server
Claim
Enables reading and writing MS Excel data, including values, formulas, sheets, …
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| 62657 |
Topcoder MCP Server
Claim
Enables interaction with Topcoder challenges through tools that support authent…
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| 62658 |
context-bridge
Claim
Enables Claude Code to search and retrieve past chat history from Claude.ai exp…
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| 62659 |
Brand Me Please
Claim
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
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| 62660 |
homedata-mcp
Claim
Enables AI assistants to query UK property data including EPCs, sale history, p…
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| 62661 |
agent-drugs
Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
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| 62662 |
sonarqube-mcp-py
Claim
A Python MCP server for SonarQube, enabling AI agents to query projects, issues…
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| 62663 |
Enables developers to generate structured software documentation including user…
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| 62664 |
MegaCloud MCP Server
Claim
Enables middleware management, information checking, backups, and node-level op…
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| 62665 |
mcp
Claim
MCP server for Sonenta translation management: keys, translations, a11y, and so…
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| 62666 |
wikijs-mcp
Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
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| 62667 |
Zoho Mail MCP Server
Claim
Enables AI assistants to read, send, search, reply to, and delete emails direct…
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| 62668 |
HSH Data-on-Demand
Claim
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
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| 62669 |
centralita-vpbx-mcp
Claim
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
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| 62670 |
Apple Ads MCP
Claim
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 …
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| 62671 |
MCP Server for Odoo
Claim
Enables AI assistants to interact with Odoo ERP systems through natural languag…
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| 62672 |
base-gas-mcp
Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
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| 62673 |
An MCP server that lets you log and query your own spending through natural con…
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| 62674 |
VPN As A Service MCP
Claim
Enables AI agents to manage VPN infrastructure through provisioning, lifecycle …
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| 62675 |
Centrapay MCP Server
Claim
Enables interaction with the Centrapay payments API for testing NZ payment flow…
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| 62676 |
globus-mcp
Claim
MCP server enabling LLMs to manage Globus data transfers and compute tasks.
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| 62677 |
bogamatic-sac-mcp
Claim
Enables interaction with the Argentine judiciary system (SAC - Justicia Cordoba…
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| 62678 |
mcp-metricool
Claim
Enables AI agents to interact with Metricool API for social media metrics, camp…
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| 62679 |
Smartschool MCP Server
Claim
Connect Claude and other MCP clients to your Smartschool account to ask about g…
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| 62680 |
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
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| 62681 |
human-intervention-mcp
Claim
Enables AI agents to request human actions or decisions by opening a local brow…
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| 62682 |
unity-indexer
Claim
Indexes Unity projects into a SQLite database and exposes 23 MCP tools for Clau…
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| 62683 |
supabase-security-mcp
Claim
MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supaba…
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| 62684 |
eGain MCP Server
Claim
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
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| 62685 |
S22 Web Agent MCP Server
Claim
Provides MCP tools for web page scanning, data extraction, local storage, markd…
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| 62686 |
OECD MCP Server
Claim
Provides AI assistants access to over 5,000 OECD economic and statistical datas…
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| 62687 |
MCP SQL Server
Claim
Enables AI assistants to interact with SQL Server databases through tools for c…
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| 62688 |
Universal JSON Agent MCP
Claim
Enables natural language interaction with JSON files, providing tools to load, …
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| 62689 |
Groundlight MCP Server
Claim
Enables natural language interaction with Groundlight to create and manage comp…
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| 62690 |
An MCP server that enables AI agents to automate browser interactions using Pla…
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| 62691 |
Roamio MCP Server
Claim
Event discovery based on your actual schedule, location, and who's free -- deli…
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| 62692 |
project-explorer-mcp
Claim
Analyzes Python project structure by exploring directory trees, extracting outl…
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| 62693 |
agent-comm-hub
Claim
Production-grade multi-agent communication infrastructure with real-time messag…
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| 62694 |
mcp-tldr
Claim
MCP server that exposes llm-tldr code analysis tools (tree, structure, context,…
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| 62695 |
toshl-mcp-server
Claim
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
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| 62696 |
alfresco-mcp-server
Claim
A minimal MCP server for Alfresco providing tools via the Alfresco REST API, wi…
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| 62697 |
mcp-notify
Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
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| 62698 |
noggin
Claim
Local-first knowledge base that ingests activity from Slack, GitHub, agent sess…
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| 62699 |
Weather MCP Server
Claim
A Model Context Protocol (MCP) server that provides US weather forecasts and ac…
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| 62700 |
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
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