MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54351 |
CodeAudit MCP
Claim
A read-only MCP server for AI coding agents to inspect repositories, audit code…
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| 54352 |
mcp-server
Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
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| 54353 |
Shodai Agreements
Claim
MCP server for defining, validating, deploying, and operating Shodai machine-re…
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| 54354 |
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
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| 54355 |
Factograph MCP
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Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
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| 54356 |
matcha money
Claim
Develop your ritual for financial wellness.
Connect your accounts, automate yo…
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| 54357 |
tlocal
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| 54358 |
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
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| 54359 |
mcp
Claim
Access the full Runware API as MCP tools: image, video, audio, 3D, and text.
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| 54360 |
mcp-sequel
Claim
MCP server for Claude that connects to MySQL, MariaDB, and SQLite databases. Qu…
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| 54361 |
trello-mcp
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Enables interaction with Trello boards, lists, and cards through MCP-compatible…
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| 54362 |
memory-quality-mcp
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Audits your Claude Code memory store with 4-dimension quality scoring and actio…
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| 54363 |
limitless-mcp-server
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MCP server that exposes the Limitless Developer API to list lifelogs via the ge…
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| 54364 |
support-triage-agent
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Enables ticket management and AI triage through Mistral-compatible models, with…
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| 54365 |
Slack MCP Server
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A Slack MCP server for Claude Code that provides full messaging, channels, sear…
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| 54366 |
Google Ads MCP Server
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Provides read-only access to Google Ads account data including campaigns, ad gr…
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| 54367 |
dm_mcp_server
Claim
MCP server for Dameng database, providing tools to test connection, list tables…
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| 54368 |
Client Onboarding MCP
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Enables querying client onboarding status and basic client info (name, family) …
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| 54369 |
mcp-waifu-chat
Claim
Enables chatting with an AI waifu character through MCP tools, with user manage…
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| 54370 |
MeshCue Forge
Claim
An open-source MCP server that turns natural language hardware descriptions int…
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| 54371 |
flashcards-mcp
Claim
A spaced repetition flashcard MCP server using the FSRS-5 algorithm that provid…
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| 54372 |
SWMF MCP Server
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SWMF MCP Server enables AI agents to work with the Space Weather Modeling Frame…
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| 54373 |
Glyphs MCP
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A Model Context Protocol server for Glyphs that exposes font‑specific tools to …
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| 54374 |
Check a counterparty's verifiable Credda trust record; verify or present signed…
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| 54375 |
Redmine MCP Server
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Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, …
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| 54376 |
md_converter_mcp
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Converts Markdown files to print-ready PDF and Word DOCX with professional styl…
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| 54377 |
leadforge
Claim
Enables lightweight CRM pipeline management with email sequences, project scann…
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| 54378 |
MCP_testing
Claim
Demonstrates a simple MCP client-server setup using fastmcp, with an advanced b…
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| 54379 |
Pawgo MCP Server
Claim
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
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| 54380 |
cc-tap
Claim
An MCP server that bridges Claude Desktop and Claude Code by letting Desktop re…
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| 54381 |
Weclapp MCP Server
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An MCP server that enables AI to manage parties (companies and individuals) in …
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| 54382 |
Markdown RAG MCP
Claim
Provides semantic search over markdown documentation using RAG, allowing natura…
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| 54383 |
lovense-mcp
Claim
This MCP server enables remote control of Lovense toys via the Lovense Cloud AP…
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| 54384 |
mcp-dlp
Claim
A data-loss-prevention (DLP) layer for AI agents that intercepts document reads…
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| 54385 |
@slantis/mcp-teamtailor
Claim
Full-coverage, read-only MCP server for the Teamtailor recruitment API. Exposes…
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| 54386 |
yandex-search-api
Claim
Wraps Yandex Cloud Search API v2 for web search, returns compact JSON results.
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| 54387 |
TeamDesk MCP Server
Claim
MCP server for TeamDesk databases, enabling CRUD operations, search, and docume…
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| 54388 |
Swiss Lawyer MCP
Claim
A production-minded Agentic RAG backend for informational guidance about Swiss …
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| 54389 |
yudao-pilot-mcp
Claim
Workspace-aware MCP server for the yudao/ruoyi-vue-pro ecosystem that helps AI …
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| 54390 |
MongoDB MCP Server
Claim
Enables AI assistants to interact natively with MongoDB databases, including sc…
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| 54391 |
aion-mcp
Claim
An MCP server that provides a set of tools for driving the AION AI assistant st…
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| 54392 |
web-clipper-mcp
Claim
Enables clipping web pages to Markdown with local images, supporting CSS select…
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| 54393 |
starlog-mcp
Claim
STARLOG is a documentation workflow MCP server for Claude Code that manages pro…
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| 54394 |
MYOB Codex MCP
Claim
Codex-safe MCP server for MYOB Business/AccountRight cloud. Provides read-only …
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| 54395 |
mcp
Claim
Read, search, edit and branch Translatize translation labels and fill missing t…
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| 54396 |
repo-scout
Claim
Provides autonomous codebase exploration through a plan-execute-reflect-report …
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| 54397 |
forgepoint-signal
Claim
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| 54398 |
Freshservice MCP Server
Claim
Connects Claude to your Freshservice ITSM instance, enabling management of tick…
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| 54399 |
DatabricksMCP
Claim
A production-ready MCP server template with example tools for health check and …
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| 54400 |
seedance-2-mcp
Claim
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
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