MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 2 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61351 |
memsearch-mcp
Claim
Provides hybrid vector+BM25+reranker search and index-refresh tools over agent …
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| 61352 |
Topcoder MCP Server
Claim
Enables interaction with Topcoder challenges through tools that support authent…
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| 61353 |
homedata-mcp
Claim
Enables AI assistants to query UK property data including EPCs, sale history, p…
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| 61354 |
context-bridge
Claim
Enables Claude Code to search and retrieve past chat history from Claude.ai exp…
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| 61355 |
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
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| 61356 |
Task Manager MCP Server
Claim
A comprehensive task management MCP server built with FastMCP, featuring full C…
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| 61357 |
HSH Data-on-Demand
Claim
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
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| 61358 |
MCP Server for Odoo
Claim
Enables AI assistants to interact with Odoo ERP systems through natural languag…
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| 61359 |
sonarqube-mcp-py
Claim
A Python MCP server for SonarQube, enabling AI agents to query projects, issues…
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| 61360 |
Enables developers to generate structured software documentation including user…
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| 61361 |
centralita-vpbx-mcp
Claim
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
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| 61362 |
wikijs-mcp
Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
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| 61363 |
Apple Ads MCP
Claim
MCP server exposing the full Apple Ads (Search Ads) Campaign Management API v5 …
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| 61364 |
MegaCloud MCP Server
Claim
Enables middleware management, information checking, backups, and node-level op…
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| 61365 |
Zoho Mail MCP Server
Claim
Enables AI assistants to read, send, search, reply to, and delete emails direct…
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| 61366 |
Kaval
Claim
Freshness gate for AI agents: verify a belief is still true against the live wo…
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| 61367 |
mcp-memory
Claim
Enables MCP clients like Cursor and Claude to remember user preferences and inf…
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| 61368 |
Pay-per-call AI agent utilities via x402 on Base (USDC). 7 tools, $0.003/call.
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| 61369 |
supabase-security-mcp
Claim
MCP server that lets AI coding agents (Claude Code, Cursor, Cline) audit Supaba…
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| 61370 |
globus-mcp
Claim
MCP server enabling LLMs to manage Globus data transfers and compute tasks.
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| 61371 |
VPN As A Service MCP
Claim
Enables AI agents to manage VPN infrastructure through provisioning, lifecycle …
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| 61372 |
unity-indexer
Claim
Indexes Unity projects into a SQLite database and exposes 23 MCP tools for Clau…
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| 61373 |
base-gas-mcp
Claim
Enables agents to fetch live Base mainnet gas prices by paying $0.001 USDC per …
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| 61374 |
An MCP server that lets you log and query your own spending through natural con…
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| 61375 |
Smartschool MCP Server
Claim
Connect Claude and other MCP clients to your Smartschool account to ask about g…
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| 61376 |
human-intervention-mcp
Claim
Enables AI agents to request human actions or decisions by opening a local brow…
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| 61377 |
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
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| 61378 |
bogamatic-sac-mcp
Claim
Enables interaction with the Argentine judiciary system (SAC - Justicia Cordoba…
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| 61379 |
mcp-metricool
Claim
Enables AI agents to interact with Metricool API for social media metrics, camp…
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| 61380 |
An MCP server that enables AI agents to automate browser interactions using Pla…
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| 61381 |
Universal JSON Agent MCP
Claim
Enables natural language interaction with JSON files, providing tools to load, …
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| 61382 |
project-explorer-mcp
Claim
Analyzes Python project structure by exploring directory trees, extracting outl…
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| 61383 |
agent-comm-hub
Claim
Production-grade multi-agent communication infrastructure with real-time messag…
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| 61384 |
MCP SQL Server
Claim
Enables AI assistants to interact with SQL Server databases through tools for c…
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| 61385 |
eGain MCP Server
Claim
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
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| 61386 |
Roamio MCP Server
Claim
Event discovery based on your actual schedule, location, and who's free -- deli…
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| 61387 |
mcp-tldr
Claim
MCP server that exposes llm-tldr code analysis tools (tree, structure, context,…
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| 61388 |
S22 Web Agent MCP Server
Claim
Provides MCP tools for web page scanning, data extraction, local storage, markd…
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| 61389 |
alfresco-mcp-server
Claim
A minimal MCP server for Alfresco providing tools via the Alfresco REST API, wi…
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| 61390 |
OECD MCP Server
Claim
Provides AI assistants access to over 5,000 OECD economic and statistical datas…
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| 61391 |
Groundlight MCP Server
Claim
Enables natural language interaction with Groundlight to create and manage comp…
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| 61392 |
toshl-mcp-server
Claim
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
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| 61393 |
mcp-notes
Claim
Personal knowledge management server with note CRUD, semantic search, git versi…
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| 61394 |
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
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| 61395 |
py-mcp-server-template
Claim
A template for creating custom MCP servers in Python using uv, with integration…
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| 61396 |
A Model Context Protocol (MCP) server that integrates Apple Reminders with Clau…
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| 61397 |
hello-world
Claim
A minimal MCP server deployable to Volken that exposes echo, add, and current_t…
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| 61398 |
document-manager-mcp
Claim
MCP server for managing product documentation as markdown files. Supports creat…
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| 61399 |
noggin
Claim
Local-first knowledge base that ingests activity from Slack, GitHub, agent sess…
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| 61400 |
AgentHire MCP Server
Claim
Enables agents to post tasks, bid on work, manage escrow payments, confirm comp…
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