MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 4 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40301 |
Centrapay MCP Server
Claim
Enables interaction with the Centrapay payments API for testing NZ payment flow…
|
— | ||||||||
| 40302 |
Agent Search MCP
Claim
Free multi-source search for AI agents with multi-source verification, token sa…
|
— | ||||||||
| 40303 |
CUA MCP Server
Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
|
— | ||||||||
| 40304 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
|
— | ||||||||
| 40305 |
CustomGPT MCP Server
Claim
Enables interaction with CustomGPT.ai agents through the Model Context Protocol…
|
— | ||||||||
| 40306 |
mcp-test2
Claim
Compute products instantly and accurately. Reduce manual calculations and error…
|
— | ||||||||
| 40307 |
sqlite-mcp-server
Claim
A read-only MCP server that enables LLMs to safely explore and query any SQLite…
|
— | ||||||||
| 40308 |
microquery-mcp
Claim
MCP server to ask research questions about real-world datasets and get actual d…
|
— | ||||||||
| 40309 |
An MCP server that retrieves relevant code snippets and documents to assist in …
|
— | ||||||||
| 40310 |
openmemory-rag-mcp
Claim
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
|
— | ||||||||
| 40311 |
airflow-mcp-server
Claim
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
|
— | ||||||||
| 40312 |
notion-autopilot
Claim
Turns Notion task databases into an intelligent task management system with aut…
|
— | ||||||||
| 40313 |
render_mcp
Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
|
— | ||||||||
| 40314 |
Conductor
Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
|
— | ||||||||
| 40315 |
conformite-ia-mcp
Claim
Provides an AI agent with regulatory compliance tools for the French/European m…
|
— | ||||||||
| 40316 |
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
|
— | ||||||||
| 40317 |
@mhdd_24/flyway-mcp
Claim
MCP server that runs Flyway repair + migrate across multiple database projects …
|
— | ||||||||
| 40318 |
DiagramZu
Claim
Let Claude, Cursor, or ChatGPT author Mermaid diagrams your team can read and s…
|
— | ||||||||
| 40319 |
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
|
— | ||||||||
| 40320 |
Amazon Cart MCP Server
Claim
Enables AI assistants to interact with your personal Amazon cart through browse…
|
— | ||||||||
| 40321 |
senders-mcp
Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
|
— | ||||||||
| 40322 |
re-binary-diff
Claim
Enables read-only binary diff and fingerprinting of files without writing to di…
|
— | ||||||||
| 40323 |
mochi-quest
Claim
Enables AI agents to act as personal growth coaches, allowing users to set goal…
|
— | ||||||||
| 40324 |
canyougrab-api
Claim
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
|
— | ||||||||
| 40325 |
igvf-portal-mcp
Claim
Enables AI agents to search, filter, download files, and generate reports from …
|
— | ||||||||
| 40326 |
SendLayer MCP Server
Claim
Enables sending emails and managing webhooks through the SendLayer API. Support…
|
— | ||||||||
| 40327 |
milky_file_search
Claim
|
— | ||||||||
| 40328 |
my-mcp-server
Claim
|
— | ||||||||
| 40329 |
postman-mcp
Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
|
— | ||||||||
| 40330 |
Yandex Wordstat MCP
Claim
Enables querying Yandex Wordstat search statistics, including frequency, relate…
|
— | ||||||||
| 40331 |
Struq
Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
|
— | ||||||||
| 40332 |
mcp-search-server
Claim
MCP-compliant server providing web search via Yandex Search API and URL fetchin…
|
— | ||||||||
| 40333 |
SongSage
Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
|
— | ||||||||
| 40334 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
|
— | ||||||||
| 40335 |
PAL MCP
Claim
A Model Context Protocol server that connects multiple AI models into a single …
|
— | ||||||||
| 40336 |
CloudVision MCP Server
Claim
Enables querying and interacting with Arista CloudVision via MCP, supporting bo…
|
— | ||||||||
| 40337 |
DepGuard
Claim
DepGuard is an MCP server for real-time dependency safety checks, verifying pac…
|
— | ||||||||
| 40338 |
proc-repl-mcp
Claim
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
|
— | ||||||||
| 40339 |
Velane
Claim
Integration Infrastructure Agents Actually Control
|
— | ||||||||
| 40340 |
tf2-wiki-mcp
Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
|
— | ||||||||
| 40341 |
Enables AI agents to manage Cloudera Data Visualization resources including gro…
|
— | ||||||||
| 40342 |
braintrust-lite
Claim
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
|
— | ||||||||
| 40343 |
weather-mcp-demo
Claim
A FastMCP-based weather query tool using Open-Meteo API to get real-time weathe…
|
— | ||||||||
| 40344 |
mcp-server-251215
Claim
|
— | ||||||||
| 40345 |
MCP server that automates YouTube research by finding viral videos, analyzing t…
|
— | ||||||||
| 40346 |
Generates stylized 3D symbol images with automatic background removal using mul…
|
— | ||||||||
| 40347 |
BMAD MCP Server
Claim
A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copi…
|
— | ||||||||
| 40348 |
nist-rmf-ai-mcp
Claim
Nist Rmf Ai MCP server. Tools: assess risk profile, map ai impact, generate ris…
|
— | ||||||||
| 40349 |
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
|
— | ||||||||
| 40350 |
wordle-mcp
Claim
An MCP server that helps solve Wordle by suggesting words based on feedback and…
|
— | ||||||||