MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17651 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
|
D 52 4⁄4 | ||||||||
| 17652 |
netdata#Netdata
Claim
Discovery, exploration, reporting and root cause analysis using all observabili…
|
D 52 5⁄5 | ||||||||
| 17653 |
AWT (AI Watch Tester)
Claim
AI-powered E2E testing MCP server. Point at a URL — AI generates test
scenarios…
|
D 52 4⁄4 | ||||||||
| 17654 |
A Model Context Protocol Server that enables LLMs to interact with and execute …
|
D 52 4⁄4 | ||||||||
| 17655 |
Context-Engine
Claim
Context-Engine MCP - Agentic Context Compression Suite
|
D 51 4⁄4 | ||||||||
| 17656 |
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
|
D 51 4⁄4 | ||||||||
| 17657 |
Your complete Slack context for Claude—DMs, channels, threads, search. No OAuth…
|
D 51 5⁄5 | ||||||||
| 17658 |
Connect AI agents to SocioLogic's synthetic persona platform for market researc…
|
D 51 5⁄5 | ||||||||
| 17659 |
Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
|
D 51 4⁄4 | ||||||||
| 17660 |
Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42…
|
D 51 5⁄5 | ||||||||
| 17661 |
Enables LLMs to access Fujitsu's Digital Rehearsal API through natural language…
|
D 51 5⁄5 | ||||||||
| 17662 |
Enables WhatsApp Business messaging through Evolution API with support for crea…
|
D 51 5⁄5 | ||||||||
| 17663 |
Codeix
Claim
Fast semantic code search for AI agents — find symbols, references, and callers…
|
D 51 5⁄3 | ||||||||
| 17664 |
Real-time banking regulatory intelligence from 100+ federal and state sources.
|
D 51 5⁄3 | ||||||||
| 17665 |
Supermemory MCP
Claim
A universal memory server that allows users to access their chat memories acros…
|
D 51 5⁄5 | ||||||||
| 17666 |
MCPBench
Claim
The evaluation benchmark on MCP servers
|
D 51 5⁄3 | ||||||||
| 17667 |
Sunex Optics MCP Server
Claim
Enables AI assistants to search Sunex's lens and imager catalog using natural l…
|
D 51 4⁄4 | ||||||||
| 17668 |
EDDI
Claim
Config-driven engine that turns JSON into production-grade AI agents. Multi-age…
|
D 51 4⁄4 | ||||||||
| 17669 |
Razorpay's Official MCP Server
|
D 51 5⁄3 | ||||||||
| 17670 |
Local MCP server for Seline Analytics API
|
D 51 4⁄4 | ||||||||
| 17671 |
chatgpt2md
Claim
Convert ChatGPT export to Markdown with full-text search and MCP server for Cla…
|
D 51 5⁄3 | ||||||||
| 17672 |
A Model Context Protocol server that integrates with Swit collaboration tools, …
|
D 51 5⁄5 | ||||||||
| 17673 |
ChronoLog
Claim
A High-Performance Storage Infrastructure for Activity and Log Workloads
|
D 51 4⁄4 | ||||||||
| 17674 |
Browser Solidity compiler IDE - smart contract development testing deploy
|
D 51 5⁄3 | ||||||||
| 17675 |
keeper.sh
Claim
Calendar sync tool & universal calendar MCP server. Aggregate, sync and control…
|
D 51 5⁄5 | ||||||||
| 17676 |
ols4
Claim
The EMBL-EBI Ontology Lookup Service (OLS)
|
D 51 5⁄5 | ||||||||
| 17677 |
Create payment orders, checkout, subscriptions & UPI via PineLabs Plural PG gat…
|
D 51 5⁄5 | ||||||||
| 17678 |
Find local churches, faith-based community events, and volunteer opportunities.…
|
D 51 4⁄4 | ||||||||
| 17679 |
DiviDen MCP Server
Claim
Open coordination network for AI agents and their humans. 13 tools for structur…
|
D 51 4⁄4 | ||||||||
| 17680 |
Zora Coins MCP Server
Claim
Provides access to the Zora Coins ecosystem on Base mainnet, enabling users to …
|
D 51 5⁄5 | ||||||||
| 17681 |
Provides curated nonfiction book recommendations and profiles using TF-IDF scor…
|
D 51 4⁄4 | ||||||||
| 17682 |
agentic-social-media
Claim
|
D 51 4⁄4 | ||||||||
| 17683 |
MCP server for domain and URL security analysis powered by GridinSoft Inspector…
|
D 51 5⁄3 | ||||||||
| 17684 |
tester-mcp-client
Claim
Model Context Protocol (MCP) Client for Apify's Actors
|
D 51 5⁄3 | ||||||||
| 17685 |
MCP server for RustChain blockchain and BoTTube video platform — AI agent tools…
|
D 51 5⁄5 | ||||||||
| 17686 |
A robust proxy bridge that connects MCP clients to the Leantime project managem…
|
D 51 5⁄5 | ||||||||
| 17687 |
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…
|
D 51 5⁄3 | ||||||||
| 17688 |
An MCP server that enables communication with Twilio's Microvisor API, allowing…
|
D 51 4⁄4 | ||||||||
| 17689 |
oncofiles
Claim
AI-powered medical document management for cancer patients and caregivers. Conn…
|
D 51 4⁄4 | ||||||||
| 17690 |
Enables access to B2Bhint API for searching and retrieving company and person i…
|
D 51 4⁄4 | ||||||||
| 17691 |
A modular MCP server that provides commonly used developer tools for AI coding …
|
D 51 5⁄3 | ||||||||
| 17692 |
whatsapp-mcp-extended
Claim
Extended WhatsApp MCP server with 41 tools - reactions, group management, polls…
|
D 51 5⁄3 | ||||||||
| 17693 |
mcp-discovery
Claim
A command-line tool written in Rust for discovering and documenting MCP Server …
|
D 51 5⁄3 | ||||||||
| 17694 |
A local MCP server that automates the deployment of static directories to remot…
|
D 51 4⁄4 | ||||||||
| 17695 |
Enables conversion of webpages to clean markdown with content quality scoring a…
|
D 50 4⁄4 | ||||||||
| 17696 |
An MCP Server that provides access to Google's Cloud Tool Results API, enabling…
|
D 50 4⁄4 | ||||||||
| 17697 |
Production-ready MCP server that brings N8N workflow automation to both Claude.…
|
D 50 4⁄4 | ||||||||
| 17698 |
Sooda MCP
Claim
AI agent relay — message business agents across company boundaries via A2A prot…
|
D 50 5⁄3 | ||||||||
| 17699 |
Provides programmatic access to the Regen Network blockchain, allowing AI agent…
|
D 50 5⁄5 | ||||||||
| 17700 |
Provides identity infrastructure for AI agents to manage email communications, …
|
D 50 4⁄4 | ||||||||