MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27351 |
Self-improving documentation engine that ingests Slack and GitHub PRs to detect…
|
C 57 3⁄4 | ||||||||
| 27352 |
A lightweight server built with FastMCP and SQLite for managing personal financ…
|
C 57 3⁄4 | ||||||||
| 27353 |
Enables interaction with multiple pre-configured Garmin accounts to query healt…
|
C 57 3⁄4 | ||||||||
| 27354 |
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
|
C 57 3⁄4 | ||||||||
| 27355 |
openclaw-agent-tools
Claim
Weather, code search, currency & Solana trust scoring as MCP tools. Free, no AP…
|
C 57 4⁄5 | ||||||||
| 27356 |
An MCP server that provides Sigma rule validation and configuration capabilitie…
|
C 57 3⁄4 | ||||||||
| 27357 |
Kimi Coding MCP
Claim
Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching an…
|
C 57 3⁄4 | ||||||||
| 27358 |
Connects AI assistants like Claude to Ravira's dental practice AI receptionist.…
|
C 57 3⁄4 | ||||||||
| 27359 |
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to AN…
|
C 57 4⁄5 | ||||||||
| 27360 |
Enables AI assistants to access and analyze intervals.icu training data includi…
|
C 57 3⁄4 | ||||||||
| 27361 |
MCP JSON Sanitizer
Claim
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
|
C 57 3⁄4 | ||||||||
| 27362 |
An MCP server for Crisp's Hugo AI Agent that automates PageFly refund request h…
|
C 57 3⁄4 | ||||||||
| 27363 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
C 57 3⁄4 | ||||||||
| 27364 |
Enables AI assistants to control Cadence Xcelium and SimVision simulators in re…
|
C 57 3⁄4 | ||||||||
| 27365 |
PatSnap Life Sciences
Claim
Search 1B+ biological sequences, antibodies, and multi-omics data via specializ…
|
C 57 3⁄4 | ||||||||
| 27366 |
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only …
|
C 57 4⁄5 | ||||||||
| 27367 |
A Model Context Protocol server that provides cryptocurrency data tools and res…
|
C 57 3⁄4 | ||||||||
| 27368 |
An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus ma…
|
C 57 3⁄4 | ||||||||
| 27369 |
An MCP server that exposes workflow actions, wizards, and specialized operation…
|
C 57 3⁄4 | ||||||||
| 27370 |
MCP server for the vTurb Analytics API that exposes 15 tools to query real-time…
|
C 57 3⁄4 | ||||||||
| 27371 |
Enables Claude to execute Minecraft commands and get tab completions through th…
|
C 57 3⁄4 | ||||||||
| 27372 |
An MCP server that exposes Smartcar's vehicle API as tools, enabling AI agents …
|
C 57 3⁄4 | ||||||||
| 27373 |
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
|
C 57 3⁄4 | ||||||||
| 27374 |
MCP server for email deliverability: validate SPF/DKIM/DMARC/BIMI, check blackl…
|
C 57 3⁄4 | ||||||||
| 27375 |
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
|
C 57 4⁄5 | ||||||||
| 27376 |
Provides technical analysis for Korean and US stocks through natural language q…
|
C 57 3⁄4 | ||||||||
| 27377 |
An MCP server for Immich self-hosted photo management that provides AI-accessib…
|
C 57 3⁄4 | ||||||||
| 27378 |
schematica-mcp-server
Claim
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
|
C 57 3⁄4 | ||||||||
| 27379 |
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
|
C 57 3⁄4 | ||||||||
| 27380 |
Annotate variants by with a deep and rich set of data. Can annotate: genetic ch…
|
C 57 3⁄4 | ||||||||
| 27381 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
|
C 57 3⁄4 | ||||||||
| 27382 |
GeM MCP Server
Claim
Enables users to search, track, and analyze procurement data from India's Gover…
|
C 57 3⁄4 | ||||||||
| 27383 |
An MCP server for interacting with Pagure git forges such as src.fedoraproject.…
|
C 57 3⁄4 | ||||||||
| 27384 |
GetMonitor MCP Server
Claim
Connects AI assistants to GetMonitor status pages, monitors, incidents, and mai…
|
C 57 3⁄4 | ||||||||
| 27385 |
immoswipe-ai
Claim
Search Swiss apartments and houses for rent or sale. Filter by city, price (CHF…
|
C 57 3⁄5 | ||||||||
| 27386 |
An MCP server that enables users to manage equity holdings, execute trades, and…
|
C 57 3⁄4 | ||||||||
| 27387 |
Demonstrates a complete MCP server implementation supporting both local Ollama …
|
C 56 3⁄4 | ||||||||
| 27388 |
A minimal Python MCP server that provides surf forecasts for a single Surfline …
|
C 56 3⁄4 | ||||||||
| 27389 |
An MCP server that enables users to control a MeTube instance for managing yt-d…
|
C 56 3⁄4 | ||||||||
| 27390 |
promtlab
Claim
Self-hosted AI prompt library with collections, tags, version history, team col…
|
C 56 3⁄4 | ||||||||
| 27391 |
This repository implements an MCP (Model Connector Plugin) server for NetBox wi…
|
C 56 3⁄4 | ||||||||
| 27392 |
A semantic gap detection tool that identifies miscommunication and misalignment…
|
C 56 3⁄4 | ||||||||
| 27393 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||
| 27394 |
jcrawl4ai-mcp-server
Claim
jcrawl4ai-mcp-server
|
C 56 3⁄4 | ||||||||
| 27395 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
C 56 3⁄4 | ||||||||
| 27396 |
Book4Time MCP Server
Claim
Enables interaction with the Book4Time API through an Azure Function-hosted ser…
|
C 56 3⁄4 | ||||||||
| 27397 |
TryInk lets you upload a tattoo design and a body photo to see exactly how the
…
|
C 56 3⁄4 | ||||||||
| 27398 |
Provides real-time quotes, fund flows, and corporate announcements for Chinese …
|
C 56 3⁄4 | ||||||||
| 27399 |
Doggi MCP Server
Claim
Provides structured investor psychology coaching tools for the Doggi (Careful S…
|
C 56 3⁄4 | ||||||||
| 27400 |
Enables LLMs to search, fetch, and manage arXiv research papers across various …
|
C 56 3⁄4 | ||||||||