MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22751 |
AI news, model pricing, service status, and machine-payable premium tools. AFTA…
|
C 63 3⁄3 | ||||||||
| 22752 |
sheridan-lab-jack
Claim
Provides AI agents with SSH-based tools to manage Nokia SR Linux network device…
|
C 63 3⁄3 | ||||||||
| 22753 |
AWT (AI Watch Tester)
Claim
AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loo…
|
C 63 3⁄3 | ||||||||
| 22754 |
Enables interaction with the Stacks blockchain through Claude Desktop. Manage w…
|
C 63 4⁄3 | ||||||||
| 22755 |
An MCP server that provides access to exported data from Apple Health. Data ana…
|
C 63 4⁄3 | ||||||||
| 22756 |
aikido-mcp
Claim
Security analysis for Aiken smart contracts on Cardano. 75 vulnerability detect…
|
C 63 4⁄3 | ||||||||
| 22757 |
An MCP server for Electronic Design Automation that provides comprehensive tool…
|
C 63 4⁄3 | ||||||||
| 22758 |
Enables comprehensive Stacks blockchain development with 30+ specialized tools …
|
C 63 4⁄4 | ||||||||
| 22759 |
cotlib
Claim
cotlib is a secure, high-performance Go library for parsing, validating, and ge…
|
C 63 4⁄3 | ||||||||
| 22760 |
Enables solving complex combinatorial optimization problems with logical and nu…
|
C 63 4⁄4 | ||||||||
| 22761 |
Persistent memory for AI agents. Infinite context with sub-millisecond recall.
|
C 63 3⁄3 | ||||||||
| 22762 |
ocultar-pii
Claim
Zero-egress PII redaction for Claude. Runs locally — no data leaves your infras…
|
C 63 3⁄3 | ||||||||
| 22763 |
GnuRadio
|
C 63 4⁄3 | ||||||||
| 22764 |
mcp-gemini-search
Claim
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational querie…
|
C 63 4⁄3 | ||||||||
| 22765 |
Automatically enhances developer prompts with quality requirements, codebase co…
|
C 63 4⁄4 | ||||||||
| 22766 |
A specialized server that provides advanced TypeScript code manipulation and an…
|
C 63 4⁄3 | ||||||||
| 22767 |
WhatsApp Business MCP: send messages, manage contacts, campaigns, and AI agents.
|
C 63 3⁄3 | ||||||||
| 22768 |
Provides AI agents with architectural knowledge and scaffolding tools for Launc…
|
C 63 4⁄3 | ||||||||
| 22769 |
ida-mcp-rs
Claim
Headless IDA Pro MCP Server
|
C 63 4⁄3 | ||||||||
| 22770 |
autosteer
Claim
Desktop app for multi-workspace Claude Code management
|
C 63 4⁄3 | ||||||||
| 22771 |
Provide structured access to Major League Baseball statistics through an MCP se…
|
C 63 4⁄4 | ||||||||
| 22772 |
Enables AI agents to create, read, and modify Excel workbooks without requiring…
|
C 63 4⁄4 | ||||||||
| 22773 |
Provides developer-focused documentation and tools for building applications on…
|
C 63 4⁄4 | ||||||||
| 22774 |
Enables interaction with WordPress sites through the REST API, supporting conte…
|
C 63 4⁄4 | ||||||||
| 22775 |
strata
Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
|
C 63 3⁄3 | ||||||||
| 22776 |
MCP server for Mango Office — cloud PBX, call management (Russia)
|
C 63 3⁄3 | ||||||||
| 22777 |
A shared operational layer that synchronizes tasks and project contexts across …
|
C 63 3⁄3 | ||||||||
| 22778 |
A discovery and recommendation service that helps AI assistants find Model Cont…
|
C 63 4⁄4 | ||||||||
| 22779 |
A Serper MCP Server
|
C 63 4⁄4 | ||||||||
| 22780 |
Gemini Thinking Server
Claim
Integrates Google's Gemini API to provide sequential analytical thinking and pr…
|
C 63 4⁄4 | ||||||||
| 22781 |
A Model Context Protocol server that enables AI assistants to interact with Hed…
|
C 63 4⁄4 | ||||||||
| 22782 |
Defeatbeta API is an open-source alternative to Yahoo Finance's market data API…
|
C 63 4⁄3 | ||||||||
| 22783 |
MCP Standards
Claim
A self-learning AI standards system that automatically detects patterns from us…
|
C 63 4⁄3 | ||||||||
| 22784 |
An MCP server that enables Claude to manage Remember The Milk tasks, lists, and…
|
C 63 4⁄4 | ||||||||
| 22785 |
Integrates Claude with Salesforce to enable natural language querying, modifica…
|
C 63 4⁄4 | ||||||||
| 22786 |
A Model Context Protocol server that integrates AI assistants like Claude and C…
|
C 63 3⁄3 | ||||||||
| 22787 |
Provides a standardized interface for interacting with Rocketlane's tools and s…
|
C 63 3⁄3 | ||||||||
| 22788 |
An MCP server that wraps the TeamDynamix (TDX) REST API, enabling AI-assisted I…
|
C 63 4⁄4 | ||||||||
| 22789 |
tinymcp
Claim
Let LLMs control embedded devices via the Model Context Protocol.
|
C 63 4⁄3 | ||||||||
| 22790 |
LSP4J-MCP
Claim
A Java MCP (Model Context Protocol) server that wraps JDTLS (Eclipse JDT Langua…
|
C 63 3⁄3 | ||||||||
| 22791 |
Enables AI assistants to interact with BuddyPress sites through the REST API v2…
|
C 63 4⁄4 | ||||||||
| 22792 |
royal-mcp
Claim
Security-first WordPress MCP server. 129 tools for Claude, ChatGPT, Gemini. Fre…
|
C 63 3⁄3 | ||||||||
| 22793 |
Query blockchains with plain English — instant, structured, and developer-frien…
|
C 63 4⁄4 | ||||||||
| 22794 |
mcp-mstp
Claim
An MCP server that enforces the Microsoft Manual of Style (MSTP) rules. It extr…
|
C 63 3⁄3 | ||||||||
| 22795 |
An MCP Server that enables natural language interaction with the Open Policy Ag…
|
C 63 4⁄3 | ||||||||
| 22796 |
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
|
C 63 3⁄3 | ||||||||
| 22797 |
A comprehensive MCP server providing tools for IP, domain, email, and image-bas…
|
C 63 4⁄4 | ||||||||
| 22798 |
The first MCP Server dedicated to Bitcoin ecosystem
|
C 63 4⁄3 | ||||||||
| 22799 |
Enables read-only access to LeanIX Multi-Tenant Management (MTM) API data throu…
|
C 63 4⁄4 | ||||||||
| 22800 |
Expose WordPress and WooCommerce REST API tools to enable seamless integration …
|
C 63 4⁄3 | ||||||||