MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19901 |
Transforms Kindle highlight exports into structured personal memory summaries s…
|
B 78 3⁄3 | ||||||||
| 19902 |
Enables AI assistants to interact with Google Cloud Platform services for log a…
|
B 78 4⁄4 | ||||||||
| 19903 |
ai generate tableau file
|
B 78 3⁄3 | ||||||||
| 19904 |
Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and…
|
B 78 4⁄4 | ||||||||
| 19905 |
Local email connectivity for AI agents — read, draft, send, and organize Outloo…
|
B 78 3⁄3 | ||||||||
| 19906 |
Search Canadian case law, browse legislation, and check citations via the CanLI…
|
B 78 3⁄3 | ||||||||
| 19907 |
MCP server for Roku device automation — deploy, ECP control, screenshots, and d…
|
B 78 3⁄3 | ||||||||
| 19908 |
Munin AI Memory
Claim
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Clau…
|
B 78 3⁄3 | ||||||||
| 19909 |
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
|
B 78 4⁄3 | ||||||||
| 19910 |
A local-first MCP memory server that gives AI coding agents persistent memory w…
|
B 78 3⁄3 | ||||||||
| 19911 |
MCP server exposing full recon-ng OSINT framework functionality
|
B 78 3⁄3 | ||||||||
| 19912 |
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
|
B 78 3⁄3 | ||||||||
| 19913 |
MCP server for Google Tag Manager API v2, enabling programmatic management of a…
|
B 78 4⁄3 | ||||||||
| 19914 |
Connect Redash to Claude — natural-language SQL with safety guards (blocks DROP…
|
B 78 3⁄3 | ||||||||
| 19915 |
Provides documentation generation and analysis tools for AI agents, including J…
|
B 78 3⁄3 | ||||||||
| 19916 |
Enables comprehensive email marketing and transactional email operations throug…
|
B 78 4⁄4 | ||||||||
| 19917 |
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms searc…
|
B 78 3⁄3 | ||||||||
| 19918 |
Personal asset planning for Japan's つみたて NISA / iDeCo: 4 zero-auth tools — `sim…
|
B 78 3⁄3 | ||||||||
| 19919 |
A minimal, well-documented MCP server boilerplate providing a reusable baseline…
|
B 78 3⁄3 | ||||||||
| 19920 |
Enables AI models to interact with TagoIO IoT platform accounts, providing acce…
|
B 78 4⁄3 | ||||||||
| 19921 |
Connects AI assistants to the Tyme macOS app to manage time tracking, projects,…
|
B 78 3⁄3 | ||||||||
| 19922 |
Persistent memory for AI coding agents with semantic search, auto-capture, cros…
|
B 78 4⁄3 | ||||||||
| 19923 |
Submit URLs for instant indexing via IndexNow and Google Indexing API
|
B 78 3⁄3 | ||||||||
| 19924 |
Trust infrastructure for the machine economy — non-custodial ERC-4337 smart acc…
|
B 78 4⁄4 | ||||||||
| 19925 |
AWS MCP servers for seamless integration with AWS services and resources.
|
B 78 4⁄4 | ||||||||
| 19926 |
Context-Pods is a comprehensive development framework for creating, testing, an…
|
B 78 4⁄3 | ||||||||
| 19927 |
GopherHole Agent Hub
Claim
Standards-based A2A hub. One MCP connection to thousands of agents, with shared…
|
B 78 3⁄3 | ||||||||
| 19928 |
Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate,…
|
B 78 3⁄3 | ||||||||
| 19929 |
Access Mastercard Developers APIs, documentation, and API specifications throug…
|
B 78 3⁄3 | ||||||||
| 19930 |
skillboss-skills
Claim
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
|
B 78 3⁄3 | ||||||||
| 19931 |
A local policy wrapper for Supabase MCP that secures access tokens and enforces…
|
B 78 3⁄3 | ||||||||
| 19932 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
|
B 78 3⁄3 | ||||||||
| 19933 |
MCP server that enables Claude Code to interact with a personal Telegram accoun…
|
B 78 3⁄3 | ||||||||
| 19934 |
Integrates the Serpstat SEO API with the Model Context Protocol to provide AI a…
|
B 78 4⁄4 | ||||||||
| 19935 |
Product search, price comparison, and affiliate-ready shopping across Singapore…
|
B 78 3⁄3 | ||||||||
| 19936 |
Local FAISS vector database for RAG with document ingestion (PDF/TXT/MD/DOCX), …
|
B 78 4⁄3 | ||||||||
| 19937 |
Analyzes application crash dumps and extracts debug symbols, transforming Windo…
|
B 78 4⁄4 | ||||||||
| 19938 |
TheBrain MCP Server
Claim
Enables AI assistants to interact with TheBrain's knowledge management system f…
|
B 78 4⁄4 | ||||||||
| 19939 |
First-party Provenote MCP server for drafts, research threads, auditable runs, …
|
B 78 3⁄3 | ||||||||
| 19940 |
okx-trade-mcp
Claim
MCP server connecting AI assistants to OKX exchange, enabling trading, market d…
|
B 78 4⁄3 | ||||||||
| 19941 |
An open-source MCP server that rewrites AI-generated prose to appear human-auth…
|
B 78 3⁄3 | ||||||||
| 19942 |
Tavily MCP Load Balancer
Claim
A multi-API key load balancing MCP server for Tavily that automatically rotates…
|
B 78 4⁄4 | ||||||||
| 19943 |
Model Context Protocol (MCP) server for AI-assisted development of MDK applicat…
|
B 78 3⁄3 | ||||||||
| 19944 |
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to t…
|
B 78 4⁄3 | ||||||||
| 19945 |
Provides access to real-time and historical flight data from Flightradar24 API,…
|
B 78 4⁄4 | ||||||||
| 19946 |
Generate professional PDF documents (invoices, contracts, reports, certificates…
|
B 78 3⁄3 | ||||||||
| 19947 |
Enables AI assistants to manage personal finances through the Realbyte Money Ma…
|
B 78 4⁄3 | ||||||||
| 19948 |
A Claude Code MCP server that converts saved articles into AI-generated convers…
|
B 78 3⁄3 | ||||||||
| 19949 |
Harvest time tracking integration with 40+ tools for managing time entries, pro…
|
B 78 4⁄4 | ||||||||
| 19950 |
Enables AI-powered genomic variant analysis including variant impact prediction…
|
B 78 4⁄4 | ||||||||