MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17351 |
Supermemory MCP
Claim
A universal memory server that allows users to access their chat memories acros…
|
D 51 5⁄5 | ||||||||
| 17352 |
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
|
D 51 4⁄4 | ||||||||
| 17353 |
mcp-discovery
Claim
A command-line tool written in Rust for discovering and documenting MCP Server …
|
D 51 5⁄3 | ||||||||
| 17354 |
Enables LLMs to access Fujitsu's Digital Rehearsal API through natural language…
|
D 51 5⁄5 | ||||||||
| 17355 |
keeper.sh
Claim
Open-source calendar sync tool & universal calendar MCP server. Aggregate, sync…
|
D 51 5⁄5 | ||||||||
| 17356 |
Codeix
Claim
Fast semantic code search for AI agents — find symbols, references, and callers…
|
D 51 5⁄3 | ||||||||
| 17357 |
An MCP server that enables communication with Twilio's Microvisor API, allowing…
|
D 51 4⁄4 | ||||||||
| 17358 |
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
|
D 51 5⁄3 | ||||||||
| 17359 |
Browser Solidity compiler IDE - smart contract development testing deploy
|
D 51 5⁄3 | ||||||||
| 17360 |
Oncofiles
Claim
AI-powered medical document management for cancer patients. Google Drive, Gmail…
|
D 51 4⁄4 | ||||||||
| 17361 |
EDDI
Claim
Multi-agent orchestration middleware that coordinates between users, AI agents …
|
D 51 4⁄4 | ||||||||
| 17362 |
ChronoLog
Claim
A High-Performance Storage Infrastructure for Activity and Log Workloads
|
D 51 4⁄4 | ||||||||
| 17363 |
tester-mcp-client
Claim
Model Context Protocol (MCP) Client for Apify's Actors
|
D 51 5⁄3 | ||||||||
| 17364 |
A modular MCP server that provides commonly used developer tools for AI coding …
|
D 51 5⁄3 | ||||||||
| 17365 |
Enables WhatsApp Business messaging through Evolution API with support for crea…
|
D 51 5⁄5 | ||||||||
| 17366 |
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
|
D 51 4⁄4 | ||||||||
| 17367 |
API-first publishing platform. Publish markdown as permanent web pages with qua…
|
D 51 5⁄3 | ||||||||
| 17368 |
Real-time banking regulatory intelligence from 100+ federal and state sources.
|
D 51 5⁄3 | ||||||||
| 17369 |
Slack MCP for self-host or managed Cloud, with Gemini CLI and secure-default HT…
|
D 51 5⁄5 | ||||||||
| 17370 |
whatsapp-mcp-extended
Claim
Extended WhatsApp MCP server with 41 tools - reactions, group management, polls…
|
D 51 5⁄3 | ||||||||
| 17371 |
Context-Engine
Claim
Context-Engine MCP - Agentic Context Compression Suite
|
D 51 4⁄4 | ||||||||
| 17372 |
A robust proxy bridge that connects MCP clients to the Leantime project managem…
|
D 51 5⁄5 | ||||||||
| 17373 |
Razorpay's Official MCP Server
|
D 51 5⁄3 | ||||||||
| 17374 |
Provides AI agents with access to the RustChain Proof-of-Antiquity blockchain a…
|
D 51 5⁄5 | ||||||||
| 17375 |
A Model Context Protocol server that integrates with Swit collaboration tools, …
|
D 51 5⁄5 | ||||||||
| 17376 |
Local MCP server for Seline Analytics API
|
D 51 4⁄4 | ||||||||
| 17377 |
Website safety and trust analysis. Verify domain reputation and detect phishing…
|
D 51 5⁄3 | ||||||||
| 17378 |
chatgpt2md
Claim
Convert ChatGPT export to Markdown with full-text search and MCP server for Cla…
|
D 51 5⁄3 | ||||||||
| 17379 |
Connect AI agents to SocioLogic's synthetic persona platform for market researc…
|
D 51 5⁄5 | ||||||||
| 17380 |
50+ pandas-powered tools for data loading, cleaning, visualization, and ML work…
|
D 50 5⁄5 | ||||||||
| 17381 |
An MCP server that enables interaction with Google's My Business Account Manage…
|
D 50 4⁄4 | ||||||||
| 17382 |
Explore global geologic data to answer questions about bedrock, formations, age…
|
D 50 5⁄5 | ||||||||
| 17383 |
mediar-ai/screenpipe
Claim
Local-first system capturing screen/audio with timestamped indexing, SQL/embedd…
|
D 50 5⁄3 | ||||||||
| 17384 |
Sooda MCP
Claim
AI agent relay — message business agents across company boundaries via A2A prot…
|
D 50 5⁄3 | ||||||||
| 17385 |
EpicMe MCP
Claim
An application that demonstrates the future of user interactions through natura…
|
D 50 5⁄3 | ||||||||
| 17386 |
An AI-powered goal management system that transforms traditional goal tracking …
|
D 50 5⁄5 | ||||||||
| 17387 |
rulego
Claim
⛓️RuleGo is a lightweight, high-performance, embedded, next-generation componen…
|
D 50 5⁄3 | ||||||||
| 17388 |
Provides access to AsterDex perpetual futures market data including real-time o…
|
D 50 5⁄5 | ||||||||
| 17389 |
A desktop MCP client designed as a tool unitary utility integration, accelerati…
|
D 50 5⁄3 | ||||||||
| 17390 |
MCP server for Vonage API documentation, code snippets, tutorials, and troubles…
|
D 50 5⁄5 | ||||||||
| 17391 |
Server security audit (413 checks), hardening, and fleet management across 4 cl…
|
D 50 4⁄4 | ||||||||
| 17392 |
Provides programmatic access to the Regen Network blockchain, allowing AI agent…
|
D 50 5⁄5 | ||||||||
| 17393 |
Wealthfolio MCP Server
Claim
Integrates with Wealthfolio to provide real-time portfolio data, valuations, ac…
|
D 50 5⁄5 | ||||||||
| 17394 |
unity-mcp-pro-plugin
Claim
147 AI tools for Unity game development via MCP (Model Context Protocol). Conne…
|
D 50 4⁄4 | ||||||||
| 17395 |
A coding agent toolkit that provides IDE-like semantic code retrieval and editi…
|
D 50 5⁄5 | ||||||||
| 17396 |
SeekCode
Claim
A clean and efficient code snippet and clipboard m
|
D 50 5⁄5 | ||||||||
| 17397 |
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface fo…
|
D 50 5⁄5 | ||||||||
| 17398 |
mcp-guardian
Claim
Manage / Proxy / Secure your MCP Servers
|
D 50 5⁄3 | ||||||||
| 17399 |
WordPress plugin that turns Elementor into an MCP server — 97 AI-ready tools fo…
|
D 50 5⁄5 | ||||||||
| 17400 |
SolanaOracle
Claim
12 MCP tools for DeFi risk & compliance on Solana
|
D 50 4⁄4 | ||||||||