MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1551 |
Provides global geocoding capabilities to convert city names and addresses into…
|
B 79 5⁄5 | ||||||||
| 1552 |
Enables processing and translating SRT subtitle files with intelligent conversa…
|
B 79 5⁄5 | ||||||||
| 1553 |
MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant in…
|
B 79 5⁄5 | ||||||||
| 1554 |
Weather MCP Server
Claim
Provides current weather conditions and 5-day forecasts for any location using …
|
B 79 5⁄5 | ||||||||
| 1555 |
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
|
B 79 4⁄4 | ||||||||
| 1556 |
SOLx402 MCP Server
Claim
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
|
B 79 5⁄5 | ||||||||
| 1557 |
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
|
B 79 5⁄5 | ||||||||
| 1558 |
MCP (Model Context Protocol) server for Appwrite
|
B 79 5⁄4 | ||||||||
| 1559 |
A Model Context Protocol server that enables secure interaction with Microsoft …
|
B 79 5⁄5 | ||||||||
| 1560 |
Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference
|
B 79 5⁄5 | ||||||||
| 1561 |
create-mcp-app
Claim
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
|
B 79 5⁄4 | ||||||||
| 1562 |
Enables natural language access to blockchain data and insights through the Sei…
|
B 79 5⁄5 | ||||||||
| 1563 |
An intelligent MCP server that helps development teams maintain high-quality pr…
|
B 79 5⁄5 | ||||||||
| 1564 |
Sri Lanka legislation via MCP -- full-text search across statutes and provisions
|
B 79 5⁄4 | ||||||||
| 1565 |
MCP server for uploading local images to Sanity CMS
|
B 79 4⁄4 | ||||||||
| 1566 |
A server that allows AI agents to interact with the Tally API to access DAO gov…
|
B 79 5⁄5 | ||||||||
| 1567 |
Collects and aggregates developer activity data from GitLab, GitHub, Google Cal…
|
B 79 5⁄5 | ||||||||
| 1568 |
Enables AI copilots to understand and query Salesforce org configurations throu…
|
B 79 5⁄5 | ||||||||
| 1569 |
Enables LLM clients to programmatically generate videos using Plainly's API by …
|
B 79 5⁄4 | ||||||||
| 1570 |
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
|
B 79 5⁄4 | ||||||||
| 1571 |
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
|
B 79 5⁄5 | ||||||||
| 1572 |
Provides tools to search Airbnb and get listing details.
|
B 79 5⁄5 | ||||||||
| 1573 |
Enables LLMs to create and manage persistent, interactive shell sessions with f…
|
B 79 5⁄4 | ||||||||
| 1574 |
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
|
B 79 5⁄5 | ||||||||
| 1575 |
Integrates Agent Skills into LLMs by discovering skills in a configured directo…
|
B 79 5⁄4 | ||||||||
| 1576 |
MC Modding is a Model Context Protocol (MCP) server designed to equip AI assist…
|
B 79 5⁄4 | ||||||||
| 1577 |
Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.
|
B 79 5⁄4 | ||||||||
| 1578 |
Math & statistics graphing, computation, visualization, and validation engine
|
B 79 5⁄4 | ||||||||
| 1579 |
Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, lau…
|
B 79 5⁄4 | ||||||||
| 1580 |
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
|
B 79 5⁄5 | ||||||||
| 1581 |
Enables checking WCAG color contrast ratios and accessibility compliance betwee…
|
B 79 5⁄5 | ||||||||
| 1582 |
Enables AI assistants to perform authorized security testing and penetration te…
|
B 79 5⁄4 | ||||||||
| 1583 |
Provides AI assistants with a standardized interface to interact with the Todo …
|
B 79 5⁄5 | ||||||||
| 1584 |
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
|
B 79 5⁄5 | ||||||||
| 1585 |
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling…
|
B 79 5⁄5 | ||||||||
| 1586 |
ZIM RAG MCP Server
Claim
Enables interaction with .zim archives by providing tools for article search, c…
|
B 79 4⁄4 | ||||||||
| 1587 |
Singapore law database — PDPA, Cybersecurity Act, Computer Misuse Act with full…
|
B 79 5⁄4 | ||||||||
| 1588 |
# 🔥 Firebase Crashlytics MCP Server
[![License: MIT](https://img.shields.io/ba…
|
B 79 5⁄5 | ||||||||
| 1589 |
Code Intelligence Platform for AI Coding Agents
|
B 79 4⁄4 | ||||||||
| 1590 |
A server that enables interaction with Home Assistant devices and automations t…
|
B 79 5⁄5 | ||||||||
| 1591 |
|
B 79 5⁄4 | ||||||||
| 1592 |
ragmap
Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
|
B 79 5⁄4 | ||||||||
| 1593 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 5⁄5 | ||||||||
| 1594 |
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
|
B 79 5⁄4 | ||||||||
| 1595 |
Open source implementation and extension of Google Research’s PaperBanana for a…
|
B 79 5⁄4 | ||||||||
| 1596 |
apollo-proxy
Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
|
B 79 5⁄4 | ||||||||
| 1597 |
Enables LLMs to efficiently navigate and analyze large diff files by providing …
|
B 79 5⁄5 | ||||||||
| 1598 |
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
|
B 79 5⁄5 | ||||||||
| 1599 |
A unified MCP server for AWS that enables natural language infrastructure manag…
|
B 79 5⁄5 | ||||||||
| 1600 |
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Cryp…
|
B 79 6⁄4 | ||||||||