MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39451 |
thincms-mcp
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MCP server for ThinCMS that gives AI agents typed tool access to manage content…
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| 39452 |
ClockifyMCP
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Enables personal Clockify time tracking through ChatGPT and other MCP clients, …
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| 39453 |
sex
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| 39454 |
ultramem-mcp
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Give any MCP client durable, cross-session memory by exposing an UltraMem deplo…
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| 39455 |
mcp-fssp
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MCP server for checking Russian FSSP (Federal Bailiff Service) debts, enabling …
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| 39456 |
agent-orchestrator
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Enables multi-model leader-worker agent orchestration, workflow execution, and …
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| 39457 |
ai-books-mcp-server
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Extends large language model context length up to 60 times using gravitational …
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| 39458 |
Kaggle MCP Server
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Enables AI assistants to interact with Kaggle competitions, including listing c…
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| 39459 |
plunk-mcp
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A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
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| 39460 |
Pixel Forge MCP
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Enables creating and editing pixel art through an MCP interface, with a live br…
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| 39461 |
Solplanet MCP
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MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
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| 39462 |
things3-mcp-gtd
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An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
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| 39463 |
ansible-galaxy-mcp
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An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…
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| 39464 |
personal-timesheet-mcp
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MCP server providing CRUD operations for timesheet management via REST API endp…
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| 39465 |
RentHuman
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Hire real humans in Russia for physical-world tasks — storefront photos, addres…
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| 39466 |
Centrapay MCP Server
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Enables interaction with the Centrapay payments API for testing NZ payment flow…
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| 39467 |
Agent Search MCP
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Free multi-source search for AI agents with multi-source verification, token sa…
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| 39468 |
CUA MCP Server
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Enables autonomous desktop automation by delegating tasks to vision-based agent…
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| 39469 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 39470 |
CustomGPT MCP Server
Claim
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
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| 39471 |
mcp-test2
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Compute products instantly and accurately. Reduce manual calculations and error…
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| 39472 |
sqlite-mcp-server
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A read-only MCP server that enables LLMs to safely explore and query any SQLite…
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| 39473 |
microquery-mcp
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MCP server to ask research questions about real-world datasets and get actual d…
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| 39474 |
An MCP server that retrieves relevant code snippets and documents to assist in …
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| 39475 |
openmemory-rag-mcp
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MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
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| 39476 |
airflow-mcp-server
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Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
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| 39477 |
notion-autopilot
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Turns Notion task databases into an intelligent task management system with aut…
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| 39478 |
render_mcp
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A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
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| 39479 |
Conductor
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Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
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| 39480 |
conformite-ia-mcp
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Provides an AI agent with regulatory compliance tools for the French/European m…
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| 39481 |
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
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| 39482 |
@mhdd_24/flyway-mcp
Claim
MCP server that runs Flyway repair + migrate across multiple database projects …
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| 39483 |
DiagramZu
Claim
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and s…
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| 39484 |
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
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| 39485 |
Amazon Cart MCP Server
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Enables AI assistants to interact with your personal Amazon cart through browse…
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| 39486 |
senders-mcp
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Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
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| 39487 |
re-binary-diff
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Enables read-only binary diff and fingerprinting of files without writing to di…
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| 39488 |
mochi-quest
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Enables AI agents to act as personal growth coaches, allowing users to set goal…
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| 39489 |
canyougrab-api
Claim
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
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| 39490 |
igvf-portal-mcp
Claim
Enables AI agents to search, filter, download files, and generate reports from …
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| 39491 |
SendLayer MCP Server
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Enables sending emails and managing webhooks through the SendLayer API. Support…
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| 39492 |
milky_file_search
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| 39493 |
my-mcp-server
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| 39494 |
postman-mcp
Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
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| 39495 |
Yandex Wordstat MCP
Claim
Enables querying Yandex Wordstat search statistics, including frequency, relate…
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| 39496 |
Struq
Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
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| 39497 |
mcp-search-server
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MCP-compliant server providing web search via Yandex Search API and URL fetchin…
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| 39498 |
SongSage
Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
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| 39499 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 39500 |
PAL MCP
Claim
A Model Context Protocol server that connects multiple AI models into a single …
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