MCP Server Quality Scores
Independent quality analysis of 60956 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27451 |
Enables AI assistants to access and analyze intervals.icu training data includi…
|
C 57 3⁄4 | ||||||||
| 27452 |
An MCP server that exposes Smartcar's vehicle API as tools, enabling AI agents …
|
C 57 3⁄4 | ||||||||
| 27453 |
An MCP server that provides Sigma rule validation and configuration capabilitie…
|
C 57 3⁄4 | ||||||||
| 27454 |
An MCP server that exposes workflow actions, wizards, and specialized operation…
|
C 57 3⁄4 | ||||||||
| 27455 |
schematica-mcp-server
Claim
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
|
C 57 3⁄4 | ||||||||
| 27456 |
An MCP server for Immich self-hosted photo management that provides AI-accessib…
|
C 57 3⁄4 | ||||||||
| 27457 |
Annotate variants by with a deep and rich set of data. Can annotate: genetic ch…
|
C 57 3⁄4 | ||||||||
| 27458 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
|
C 57 3⁄4 | ||||||||
| 27459 |
AI-driven Padel app
|
C 57 3⁄4 | ||||||||
| 27460 |
Enables AI assistants to control Cadence Xcelium and SimVision simulators in re…
|
C 57 3⁄4 | ||||||||
| 27461 |
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
|
C 57 4⁄5 | ||||||||
| 27462 |
immoswipe-ai
Claim
Search Swiss apartments and houses for rent or sale. Filter by city, price (CHF…
|
C 57 3⁄5 | ||||||||
| 27463 |
Enables Claude to execute Minecraft commands and get tab completions through th…
|
C 57 3⁄4 | ||||||||
| 27464 |
Enables interaction with multiple pre-configured Garmin accounts to query healt…
|
C 57 3⁄4 | ||||||||
| 27465 |
An MCP server for interacting with Pagure git forges such as src.fedoraproject.…
|
C 57 3⁄4 | ||||||||
| 27466 |
GetMonitor MCP Server
Claim
Connects AI assistants to GetMonitor status pages, monitors, incidents, and mai…
|
C 57 3⁄4 | ||||||||
| 27467 |
An MCP server that enables users to manage equity holdings, execute trades, and…
|
C 57 3⁄4 | ||||||||
| 27468 |
MCP server for VertaaUX.ai — run UX & accessibility audits, generate fixes, and…
|
C 57 3⁄4 | ||||||||
| 27469 |
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to AN…
|
C 57 4⁄5 | ||||||||
| 27470 |
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
|
C 57 3⁄4 | ||||||||
| 27471 |
A Model Context Protocol server that provides cryptocurrency data tools and res…
|
C 57 3⁄4 | ||||||||
| 27472 |
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
|
C 57 3⁄4 | ||||||||
| 27473 |
Kimi Coding MCP
Claim
Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching an…
|
C 57 3⁄4 | ||||||||
| 27474 |
xbird
Claim
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manag…
|
C 57 3⁄4 | ||||||||
| 27475 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
C 57 3⁄4 | ||||||||
| 27476 |
Provides access to body composition data from FeelFit smart scales, including m…
|
C 57 3⁄4 | ||||||||
| 27477 |
Provides technical analysis for Korean and US stocks through natural language q…
|
C 57 3⁄4 | ||||||||
| 27478 |
MCP JSON Sanitizer
Claim
Enables repair of malformed JSON strings into valid JSON for agent workflows by…
|
C 57 3⁄4 | ||||||||
| 27479 |
PatSnap Life Sciences
Claim
Search 1B+ biological sequences, antibodies, and multi-omics data via specializ…
|
C 57 3⁄4 | ||||||||
| 27480 |
MCP server for the vTurb Analytics API that exposes 15 tools to query real-time…
|
C 57 3⁄4 | ||||||||
| 27481 |
GeM MCP Server
Claim
Enables users to search, track, and analyze procurement data from India's Gover…
|
C 57 3⁄4 | ||||||||
| 27482 |
Connects AI assistants like Claude to Ravira's dental practice AI receptionist.…
|
C 57 3⁄4 | ||||||||
| 27483 |
MCP server for accessing Sessionize event data. Query speakers, sessions, and s…
|
C 57 3⁄4 | ||||||||
| 27484 |
Typed on-prem knowledge graph for AI agents — read-only for humans, write-only …
|
C 57 4⁄5 | ||||||||
| 27485 |
An MCP server for Crisp's Hugo AI Agent that automates PageFly refund request h…
|
C 57 3⁄4 | ||||||||
| 27486 |
A mcp server for managing Todo items. It exposes five tools that allow AI assis…
|
C 56 3⁄4 | ||||||||
| 27487 |
Provides semantic search over a team's coding guidelines corpus using FastMCP, …
|
C 56 3⁄4 | ||||||||
| 27488 |
jcrawl4ai-mcp-server
Claim
jcrawl4ai-mcp-server
|
C 56 3⁄4 | ||||||||
| 27489 |
MCP Context Server
Claim
A secure multi-tenant server that provides real-time context to LLMs via REST A…
|
C 56 3⁄4 | ||||||||
| 27490 |
Enables ChatGPT to call an orchestrator agent via a single MCP tool, currently …
|
C 56 3⁄4 | ||||||||
| 27491 |
promtlab
Claim
Self-hosted AI prompt library with collections, tags, version history, team col…
|
C 56 3⁄4 | ||||||||
| 27492 |
Discover and hire AI agents with micropayments. Search, check reputation, get p…
|
C 56 3⁄5 | ||||||||
| 27493 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||
| 27494 |
A minimal Python MCP server that provides surf forecasts for a single Surfline …
|
C 56 3⁄4 | ||||||||
| 27495 |
TryInk lets you upload a tattoo design and a body photo to see exactly how the
…
|
C 56 3⁄4 | ||||||||
| 27496 |
Doggi MCP Server
Claim
Provides structured investor psychology coaching tools for the Doggi (Careful S…
|
C 56 3⁄4 | ||||||||
| 27497 |
Demonstrates a complete MCP server implementation supporting both local Ollama …
|
C 56 3⁄4 | ||||||||
| 27498 |
An MCP server that provides access to the OSS Insight Public API for GitHub rep…
|
C 56 3⁄4 | ||||||||
| 27499 |
e2e-mcp-test
Claim
An end-to-end test MCP server built with FastMCP that exposes a REST API as a s…
|
C 56 3⁄4 | ||||||||
| 27500 |
BotSpot
Claim
Full-lifecycle algorithmic trading MCP server. AI strategy generation from plai…
|
C 56 3⁄4 | ||||||||