MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42351 |
originality-mcp
Claim
MCP server for Originality.ai that provides tools for AI detection, plagiarism …
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| 42352 |
pr-narrator-mcp
Claim
Generates commit messages, PR titles and descriptions, and release notes from g…
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| 42353 |
GDELT MCP Server
Claim
Provides access to the GDELT DOC 2.0 API for searching global news articles and…
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| 42354 |
mt4ctl
Claim
An MCP server for operating headless MetaTrader 4 terminals remotely over SSH, …
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| 42355 |
MCP DSFR
Claim
Generates, validates, and audits French government DSFR components with RGAA 4.…
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| 42356 |
nagios-mcp
Claim
MCP server for Nagios Core that enables querying host and service status, alert…
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| 42357 |
seashail
Claim
Agent-native, self-hosted MCP server for crypto trading and DeFi management. En…
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| 42358 |
agent-mem0
Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
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| 42359 |
GROWI MCP Server
Claim
MCP server to connect AI models to GROWI Wiki with bearer authentication, enabl…
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| 42360 |
timezest-mcp
Claim
TimeZest scheduling MCP server for the WYRE MCP Gateway. Enables AI assistants …
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| 42361 |
unitrends-mcp
Claim
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
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| 42362 |
mcp-outlook-calendar
Claim
Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
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| 42363 |
sherweb-mcp
Claim
MCP server for Sherweb Partner API - distributor billing, service provider mana…
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| 42364 |
mcp-atlassian-swseo
Claim
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| 42365 |
smithly
Claim
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| 42366 |
threatlocker-mcp
Claim
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
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| 42367 |
E2B Sandbox MCP
Claim
A Model Context Protocol server that enables AI assistants to create, control, …
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| 42368 |
personal-gmail-mcp
Claim
Enables managing Gmail inbox and Google Calendar through MCP, with tools for em…
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| 42369 |
twikit-mcp
Claim
An MCP server for interacting with Twitter/X using browser cookies without an A…
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| 42370 |
central-mcp
Claim
A centralized MCP hub for managing multiple coding agents across projects, enab…
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| 42371 |
Provides a standardized interface for interacting with Ghost-Content tools and …
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| 42372 |
Xanthe Incident Agent
Claim
Enables Claude to drive a gated incident-response runbook that enforces step or…
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| 42373 |
GenomeMCP
Claim
Enables AI agents to query clinical genomics databases, retrieve supporting lit…
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| 42374 |
W3 MCP FalkorDB Server
Claim
Enables graph database operations on FalkorDB via MCP, allowing Cypher queries,…
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| 42375 |
x402-commodity-mcp
Claim
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
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| 42376 |
Sourceplane MCP
Claim
Secure multi-source MCP server for reading local, GitHub, GitLab, Bitbucket, an…
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| 42377 |
opensearch-mcp-server
Claim
Enables interaction with OpenSearch clusters, providing tools to list indices, …
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| 42378 |
zotero-mcp
Claim
Read-only MCP server that lets Claude or any MCP client search and retrieve met…
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| 42379 |
knowbe4-mcp
Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
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| 42380 |
Ready APIs
Claim
MCP tools for geo, email, phone, company, DNS, FX, equities, weather, tax, econ…
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| 42381 |
mcp-omics
Claim
A Model Context Protocol server that enables retrieval of -omics data from sour…
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| 42382 |
API Creator MCP
Claim
Generates complete, production-ready REST, GraphQL, and microservice APIs with …
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| 42383 |
kage-mcp
Claim
A lightweight MCP server for parsing HTML, fetching URLs, rendering terminal-st…
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| 42384 |
mcp-linux-tools
Claim
Enables AI assistants to perform controlled Linux system administration tasks l…
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| 42385 |
litestar-mcp
Claim
A Litestar plugin that automatically exposes marked routes as MCP tools and res…
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| 42386 |
CiviCRM MCP Server
Claim
Enables AI assistants to access and manage CiviCRM data, including contacts, ac…
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| 42387 |
Zendesk Admin MCP Server
Claim
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
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| 42388 |
SyncPen MCP Server
Claim
Connects Claude Code to SyncPen documents as a knowledge base, enabling documen…
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| 42389 |
elyth-mcp-server
Claim
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
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| 42390 |
Blender MCP Server
Claim
Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 42391 |
godot-test-mcp
Claim
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
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| 42392 |
An AI agent system that monitors manufacturing equipment health using the Model…
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| 42393 |
clearml-mcp
Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
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| 42394 |
mindkeg-mcp
Claim
Helps AI coding agents remember what they learn across sessions by storing and …
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| 42395 |
Monero MCP Server
Claim
MCP server that gives AI agents a private Monero wallet, enabling balance check…
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| 42396 |
Metis Public Health
Claim
Metis — an open-source (AGPL-3.0), local-first MCP server / research companion…
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| 42397 |
Cocos Creator MCP Server
Claim
Enables AI assistants to interact with the Cocos Creator 3.8+ editor through st…
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| 42398 |
simple_mcp
Claim
An educational MCP server that teaches implementing the Model Context Protocol …
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| 42399 |
Hercules MCP
Claim
Enables AI agents to perform professional penetration testing through a contain…
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| 42400 |
scottylabs-mcp
Claim
Enables searching and retrieving course details, schedules, prerequisites, and …
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