MCP Server Quality Scores
Independent quality analysis of 44165 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 801 |
Japan legislation via MCP — full-text search across statutes and provisions
|
B 82 5⁄4 | ||||||||
| 802 |
Provides local vector-based semantic memory storage for AI assistants to persis…
|
B 82 5⁄4 | ||||||||
| 803 |
Enables AI assistants to manage Apple Reminders on macOS using natural language…
|
B 82 5⁄4 | ||||||||
| 804 |
Implements cognitive science-backed interleaved learning techniques to create s…
|
B 82 6⁄6 | ||||||||
| 805 |
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
|
B 82 5⁄4 | ||||||||
| 806 |
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
|
B 82 5⁄4 | ||||||||
| 807 |
A simple, locally hosted Web Search MCP server for use with Local LLMs
|
B 82 5⁄4 | ||||||||
| 808 |
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
|
B 82 4⁄4 | ||||||||
| 809 |
Screenshot capture with PII masking and cross-platform support for AI agents
|
B 82 5⁄4 | ||||||||
| 810 |
A public, stateless MCP server designed to demonstrate recording, replaying, an…
|
B 82 6⁄6 | ||||||||
| 811 |
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
|
B 81 5⁄5 | ||||||||
| 812 |
Connects AI assistants to Tacit building digital twins to query buildings, equi…
|
B 81 5⁄4 | ||||||||
| 813 |
Grapheteria: A structured framework bringing uniformity to agent orchestration!
|
B 81 5⁄4 | ||||||||
| 814 |
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
|
B 81 5⁄5 | ||||||||
| 815 |
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
|
B 81 6⁄6 | ||||||||
| 816 |
OpenBudget MCP Server
Claim
Provides access to Israel's OpenBudget API, enabling users to query and search …
|
B 81 6⁄6 | ||||||||
| 817 |
Bridges Claude Code and other MCP clients to RemNote, enabling users to manage …
|
B 81 5⁄4 | ||||||||
| 818 |
An intelligent memory MCP server that provides AI applications with semantic se…
|
B 81 5⁄5 | ||||||||
| 819 |
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
|
B 81 5⁄5 | ||||||||
| 820 |
MaxRefMCP
Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
|
B 81 6⁄6 | ||||||||
| 821 |
An enhanced Model Context Protocol server that enables Claude to interact with …
|
B 81 5⁄5 | ||||||||
| 822 |
Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way me…
|
B 81 5⁄5 | ||||||||
| 823 |
dingtalk-wiki-mcp
Claim
Enables AI agents to read, browse, and create DingTalk Wiki content, including …
|
B 81 5⁄5 | ||||||||
| 824 |
MCP Salesforce Lite
Claim
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
|
B 81 5⁄5 | ||||||||
| 825 |
financial-data
Claim
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
|
B 81 5⁄4 | ||||||||
| 826 |
Enables orchestration of multiple Jules AI workers for tasks like code generati…
|
B 81 5⁄5 | ||||||||
| 827 |
A scientific reasoning framework that leverages graph structures and the Model …
|
B 81 5⁄5 | ||||||||
| 828 |
Provides an enterprise-grade Model Context Protocol implementation with advance…
|
B 81 5⁄5 | ||||||||
| 829 |
A lightweight and extendable MCP server toolkit that allows developers to build…
|
B 81 5⁄5 | ||||||||
| 830 |
Enables validation and dry-run analysis of BigQuery SQL queries without executi…
|
B 81 5⁄5 | ||||||||
| 831 |
IBM Z mainframe MCP server - Key Protect HSM & z/OS
|
B 81 5⁄4 | ||||||||
| 832 |
Provides LLM-optimized filesystem access with intelligent file pagination for l…
|
B 81 5⁄4 | ||||||||
| 833 |
Enables AI assistants to interact with BigCommerce stores through comprehensive…
|
B 81 5⁄5 | ||||||||
| 834 |
Regression testing for MCP servers. Checks capabilities, invokes tools, detects…
|
B 81 4⁄4 | ||||||||
| 835 |
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
|
B 81 5⁄5 | ||||||||
| 836 |
Enables Claude Desktop to interact with local ComfyUI installations for AI-powe…
|
B 81 5⁄5 | ||||||||
| 837 |
Enables AI agents to navigate the web visually using screenshot-based interacti…
|
B 81 5⁄5 | ||||||||
| 838 |
Real-time world news for AI agents — events clustered from hundreds of sources,…
|
B 81 5⁄4 | ||||||||
| 839 |
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
|
B 81 4⁄4 | ||||||||
| 840 |
Enables searching and downloading subtitles from OpenSubtitles.com through thei…
|
B 81 5⁄5 | ||||||||
| 841 |
Enables interaction with multiple Azure DevOps organizations simultaneously, pr…
|
B 81 5⁄5 | ||||||||
| 842 |
Greek legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 843 |
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
|
B 81 5⁄5 | ||||||||
| 844 |
Enables comprehensive file operations including reading, writing, searching, an…
|
B 81 5⁄5 | ||||||||
| 845 |
Enables AI assistants to access Venice AI's capabilities including chat with op…
|
B 81 5⁄5 | ||||||||
| 846 |
A comprehensive MCP server that provides full integration with LightRAG API, of…
|
B 81 5⁄5 | ||||||||
| 847 |
A proof of concept MCP server for Apache OFBiz
|
B 81 5⁄4 | ||||||||
| 848 |
Provides real-time Dutch railway (NS) travel information including train schedu…
|
B 81 5⁄5 | ||||||||
| 849 |
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
|
B 81 5⁄5 | ||||||||
| 850 |
Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server
|
B 81 5⁄4 | ||||||||