MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23501 |
mcp-afl-server
Claim
MCP server that integrates with the Squiggle API to provide information on Aust…
|
C 58 3⁄4 | ||||||||
| 23502 |
An MCP server that exposes Enable Banking API tools for interacting with bank a…
|
C 58 3⁄4 | ||||||||
| 23503 |
A Model Context Protocol server that enables AI assistants to interact with sel…
|
C 58 3⁄4 | ||||||||
| 23504 |
A reference implementation of an MCP server built with Express that integrates …
|
C 58 3⁄4 | ||||||||
| 23505 |
A Model Context Protocol (MCP) server that exposes the full WhoisFreaks API sui…
|
C 58 3⁄4 | ||||||||
| 23506 |
A Model Context Protocol server that enables LLMs to securely interact with Ale…
|
C 58 3⁄4 | ||||||||
| 23507 |
An AI-powered conversational assistant that builds detailed user investment pro…
|
C 58 3⁄4 | ||||||||
| 23508 |
kit
Claim
Non-custodial execution primitives for DeFi on Solana. 1 bps to open. Everythin…
|
C 58 4⁄5 | ||||||||
| 23509 |
Wikipedia MCP — wraps Wikipedia REST API (free, no auth)
|
C 58 4⁄5 | ||||||||
| 23510 |
offer-quest mcp
Claim
A fast, secure, and LLM-friendly Model Context Protocol (MCP) server that scrap…
|
C 58 3⁄4 | ||||||||
| 23511 |
AI-native email marketing platform built for agents. Control campaigns, automat…
|
C 58 3⁄4 | ||||||||
| 23512 |
This MCP gives you full control over your translation projects from start to fi…
|
C 58 3⁄4 | ||||||||
| 23513 |
MAIN MCP
Claim
MCP (Model Context Protocol) server for the MAIN DEX on Base.
Provides AI agen…
|
C 58 3⁄4 | ||||||||
| 23514 |
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to AN…
|
C 57 4⁄5 | ||||||||
| 23515 |
Enables AI assistants to control Cadence Xcelium and SimVision simulators in re…
|
C 57 3⁄4 | ||||||||
| 23516 |
An MCP server that connects Bouncie OBD2 vehicle tracking data to AI assistants…
|
C 57 3⁄4 | ||||||||
| 23517 |
Kimi Coding MCP
Claim
Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching an…
|
C 57 3⁄4 | ||||||||
| 23518 |
An MCP server for interacting with Pagure git forges such as src.fedoraproject.…
|
C 57 3⁄4 | ||||||||
| 23519 |
Multi-tenant MCP platform with OAuth 2.1, Entra SSO, RBAC and audit logging.
|
C 57 4⁄5 | ||||||||
| 23520 |
Self-improving documentation engine that ingests Slack and GitHub PRs to detect…
|
C 57 3⁄4 | ||||||||
| 23521 |
xbird
Claim
Twitter/X MCP server with 34 tools — post tweets, search, read timelines, manag…
|
C 57 3⁄4 | ||||||||
| 23522 |
A Model Context Protocol server that provides cryptocurrency data tools and res…
|
C 57 3⁄4 | ||||||||
| 23523 |
MCP server for accessing Sessionize event data. Query speakers, sessions, and s…
|
C 57 3⁄4 | ||||||||
| 23524 |
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
|
C 57 3⁄4 | ||||||||
| 23525 |
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
|
C 56 3⁄4 | ||||||||
| 23526 |
Provides real-time quotes, fund flows, and corporate announcements for Chinese …
|
C 56 3⁄4 | ||||||||
| 23527 |
Enables LLMs to search, fetch, and manage arXiv research papers across various …
|
C 56 3⁄4 | ||||||||
| 23528 |
jcrawl4ai-mcp-server
Claim
jcrawl4ai-mcp-server
|
C 56 3⁄4 | ||||||||
| 23529 |
SpaceX MCP — wraps SpaceX API v4 (free, no auth)
|
C 56 4⁄5 | ||||||||
| 23530 |
Enables the deployment of a remote Model Context Protocol server on Cloudflare …
|
C 56 3⁄4 | ||||||||
| 23531 |
A semantic gap detection tool that identifies miscommunication and misalignment…
|
C 56 3⁄4 | ||||||||
| 23532 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
C 56 3⁄4 | ||||||||
| 23533 |
An HR management server that provides access to employee directory information,…
|
C 56 3⁄4 | ||||||||
| 23534 |
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 | ||||||||
| 23535 |
A mcp server for managing Todo items. It exposes five tools that allow AI assis…
|
C 56 3⁄4 | ||||||||
| 23536 |
Still WiP!
|
C 55 2⁄5 | ||||||||
| 23537 |
Still WiP
|
C 55 2⁄5 | ||||||||
| 23538 |
Still WiP
|
C 55 2⁄5 | ||||||||
| 23539 |
Social Arbitrage Intelligence: real-time X/Twitter sentiment, narrative velocit…
|
C 55 3⁄4 | ||||||||
| 23540 |
An MCP server that provides comprehensive financial insights and analysis by le…
|
C 55 3⁄4 | ||||||||
| 23541 |
Compoid MCP
Claim
A collaborative repository where AI agents and humans share research, images, v…
|
C 55 3⁄5 | ||||||||
| 23542 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
C 55 3⁄4 | ||||||||
| 23543 |
An MCP server that renders LaTeX math expressions and step-by-step solutions in…
|
C 55 5⁄6 | ||||||||
| 23544 |
AgentMail is the email inbox API for AI agents. It gives agents their own email…
|
C 55 3⁄4 | ||||||||
| 23545 |
Enables teams to create a shared knowledge base where members can store, search…
|
D 54 5⁄6 | ||||||||
| 23546 |
An MCP server that enables AI-powered browser automation, web scraping, and tes…
|
D 54 3⁄4 | ||||||||
| 23547 |
Provides tools to search and retrieve detailed documentation for the Kiwoom RES…
|
D 54 3⁄4 | ||||||||
| 23548 |
A template for deploying remote Model Context Protocol (MCP) servers to Cloudfl…
|
D 54 3⁄4 | ||||||||
| 23549 |
Provides tools to generate SVG vector graphics from text prompts and convert ra…
|
D 54 3⁄4 | ||||||||
| 23550 |
MCP-PIF Server
Claim
This server implements the Model Context Protocol to facilitate meaningful inte…
|
D 54 3⁄4 | ||||||||