MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20651 |
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
|
B 74 3⁄3 | ||||||||
| 20652 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
B 74 4⁄4 | ||||||||
| 20653 |
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective…
|
B 74 4⁄4 | ||||||||
| 20654 |
A Model Context Protocol (MCP) server that provides a local-first RAG engine fo…
|
B 74 3⁄3 | ||||||||
| 20655 |
DataMerge MCP
Claim
Enables AI assistants to enrich and retrieve company data by connecting to the …
|
B 74 4⁄4 | ||||||||
| 20656 |
Enables interaction with the Edgee API for managing organizations, projects, do…
|
B 74 4⁄4 | ||||||||
| 20657 |
MCP server for natural language interaction with Power BI datasets
|
B 74 4⁄4 | ||||||||
| 20658 |
typo3-mcp-server
Claim
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI to…
|
B 74 3⁄3 | ||||||||
| 20659 |
MCP server for UI5 Web Components for React - Developer documentation and API a…
|
B 74 3⁄3 | ||||||||
| 20660 |
A TypeScript MCP server for financial data aggregation that connects AI assista…
|
B 74 3⁄3 | ||||||||
| 20661 |
MCP server + TypeScript SDK for 40+ U.S. government data APIs — 250+ tools. Tre…
|
B 74 4⁄3 | ||||||||
| 20662 |
Supabase MCP Server with support for SQL query execution and database explorati…
|
B 74 4⁄3 | ||||||||
| 20663 |
Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU ho…
|
B 74 3⁄3 | ||||||||
| 20664 |
Provides AI assistants with persistent graph database memory using Neo4j, enabl…
|
B 73 4⁄4 | ||||||||
| 20665 |
mcpls
Claim
Universal MCP to LSP bridge - expose Language Server Protocol capabilities as M…
|
B 73 4⁄3 | ||||||||
| 20666 |
asc-mcp
Claim
App Store Connect API server with 208 tools for managing apps, builds, TestFlig…
|
B 73 3⁄3 | ||||||||
| 20667 |
Enables comprehensive management of CloudStack infrastructure through natural l…
|
B 73 4⁄4 | ||||||||
| 20668 |
Audit websites for accessibility, performance, SEO, design, and mobile. 47 WCAG…
|
B 73 3⁄3 | ||||||||
| 20669 |
MCP server for deterministic document infrastructure, enabling canonical normal…
|
B 73 4⁄3 | ||||||||
| 20670 |
An MCP server that retrieves Japanese stock market data via J-Quants API v2.
|
B 73 3⁄3 | ||||||||
| 20671 |
MCP server exposing MySQL database functionalities as tools
|
B 73 3⁄3 | ||||||||
| 20672 |
Exposes codebase analysis data, including module structures, dependencies, and …
|
B 73 3⁄3 | ||||||||
| 20673 |
Skylight Calendar for Claude — family events, chores, and rewards.
|
B 73 3⁄3 | ||||||||
| 20674 |
Enables AI video automation pipeline: ComfyUI image-to-video, FFmpeg processing…
|
B 73 3⁄3 | ||||||||
| 20675 |
Enables AI coding agents to locate UI elements on screen with exact pixel coord…
|
B 73 3⁄3 | ||||||||
| 20676 |
Provides 18 tools for MacCMS spider development, including website analysis, so…
|
B 73 3⁄3 | ||||||||
| 20677 |
Rails AI Context
Claim
38 MCP tools give AI agents live Rails schema, routes, models, and conventions.
|
B 73 3⁄3 | ||||||||
| 20678 |
Gilbert meetings: list, search, and fetch transcripts & summaries via MCP.
|
B 73 3⁄3 | ||||||||
| 20679 |
Model Context Protocol server for Swell e-commerce platform integration with AI…
|
B 73 4⁄4 | ||||||||
| 20680 |
byob
Claim
Bring Your Own Browser — let your AI agent use the Chrome you already have open
|
B 73 3⁄3 | ||||||||
| 20681 |
Enables AI assistants to interact with Obsidian vaults through direct filesyste…
|
B 73 4⁄3 | ||||||||
| 20682 |
MCP server for full Home Assistant control — dashboards, files, automations, ad…
|
B 73 3⁄3 | ||||||||
| 20683 |
Preserves the emotional texture of human-AI conversations across sessions throu…
|
B 73 3⁄3 | ||||||||
| 20684 |
Northern Trust MCP Layer
Claim
A 'Server of Servers' architecture that aggregates domain-specific financial da…
|
B 73 3⁄3 | ||||||||
| 20685 |
whmcs-mcp-server
Claim
MCP server to help manage a WHMCS installation.
|
B 73 4⁄4 | ||||||||
| 20686 |
Cryptographic accountability for AI agents. Ed25519-signed receipts for every M…
|
B 73 3⁄3 | ||||||||
| 20687 |
webiny-js
Claim
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3).…
|
B 73 3⁄3 | ||||||||
| 20688 |
Gives a Microsoft Copilot Studio agent Claude-Code-style tools to read, edit, s…
|
B 73 3⁄3 | ||||||||
| 20689 |
Enables management of Hostinger services, allowing users to deploy WordPress si…
|
B 73 4⁄4 | ||||||||
| 20690 |
inbed
Claim
AI agent dating — personality matching, compatibility scoring, and real convers…
|
B 73 3⁄3 | ||||||||
| 20691 |
Enables Claude Code to interact with WhatsApp for reading messages, sending rep…
|
B 73 3⁄3 | ||||||||
| 20692 |
Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen
|
B 73 4⁄3 | ||||||||
| 20693 |
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assi…
|
B 73 4⁄4 | ||||||||
| 20694 |
An MCP server that provides LLMs with stealth browser automation capabilities v…
|
B 73 3⁄3 | ||||||||
| 20695 |
Enables AI agents to create temporary email addresses, receive confirmation ema…
|
B 73 3⁄3 | ||||||||
| 20696 |
Provides AI assistants with vector search and persistent memory capabilities us…
|
B 73 4⁄4 | ||||||||
| 20697 |
MCP server for Google Drive that enables listing, searching, uploading, downloa…
|
B 73 4⁄3 | ||||||||
| 20698 |
bamboohr-mcp
Claim
Enables natural language interaction with BambooHR to manage employee records, …
|
B 73 4⁄4 | ||||||||
| 20699 |
Allow AI systems to read and edit Google Docs.
|
B 73 4⁄3 | ||||||||
| 20700 |
MCP server for ComfyUI — text-to-image, variations, img2img refine, upscale, im…
|
B 73 3⁄3 | ||||||||