MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 3 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1651 |
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
|
B 79 5⁄5 | ||||||||
| 1652 |
Enables AI assistants to validate LPC code and examine compiled bytecode using …
|
B 79 5⁄4 | ||||||||
| 1653 |
Obsidian MCP Server
Claim
Provides secure, direct file system access to Obsidian vault files, enabling se…
|
B 79 5⁄4 | ||||||||
| 1654 |
Comprehensive Monarch Money integration with read and write support for account…
|
B 79 5⁄5 | ||||||||
| 1655 |
Searches top design platforms like Dribbble and Behance to provide UI inspirati…
|
B 79 5⁄4 | ||||||||
| 1656 |
Cross-reference your BirdNET-Pi data with eBird observations using natural lang…
|
B 79 5⁄5 | ||||||||
| 1657 |
Gemini-powered MCP server for automated code review, analysis, and documentatio…
|
B 79 5⁄4 | ||||||||
| 1658 |
🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane…
|
B 79 5⁄4 | ||||||||
| 1659 |
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
|
B 79 5⁄5 | ||||||||
| 1660 |
Task Orchestration
Claim
Task Orchestration
|
B 79 5⁄4 | ||||||||
| 1661 |
MCP for https://chhart.app to easily create flowcharts or sankey diagram
|
B 79 5⁄5 | ||||||||
| 1662 |
Managing Keycloak identity and access management
|
B 79 5⁄5 | ||||||||
| 1663 |
Real-time oil, gas & commodity prices. 26 tools: spot, history, futures, alerts…
|
B 79 5⁄4 | ||||||||
| 1664 |
Allows AI to interact with Autodesk Revit via the MCP protocol, enabling retrie…
|
B 79 5⁄5 | ||||||||
| 1665 |
Security testing MCP server with 51 tools for penetration testing, network fore…
|
B 79 4⁄4 | ||||||||
| 1666 |
Portuguese legislation via MCP — full-text search across statutes and provisions
|
B 79 5⁄4 | ||||||||
| 1667 |
A Model Context Protocol server that monitors shadow-cljs builds and provides r…
|
B 79 5⁄5 | ||||||||
| 1668 |
Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP
|
B 79 5⁄5 | ||||||||
| 1669 |
mcp-gateway
Claim
Transform any HTTP endpoint into an MCP server. Aggregate multiple MCP servers,…
|
B 79 5⁄4 | ||||||||
| 1670 |
Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.
|
B 79 5⁄5 | ||||||||
| 1671 |
Provides dual-perspective analysis through alternating actor (creator/performer…
|
B 79 5⁄4 | ||||||||
| 1672 |
shellguard
Claim
MCP server that gives LLM agents read-only shell access over SSH
|
B 79 5⁄4 | ||||||||
| 1673 |
An advanced MCP server providing RAG-enabled memory through a knowledge graph w…
|
B 79 5⁄5 | ||||||||
| 1674 |
An MCP server for Apache Airflow
|
B 79 5⁄4 | ||||||||
| 1675 |
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GP…
|
B 79 6⁄6 | ||||||||
| 1676 |
A server facilitating web search functionality by utilizing Perplexity AI's API…
|
B 79 5⁄5 | ||||||||
| 1677 |
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
|
B 79 5⁄5 | ||||||||
| 1678 |
Upload any file, get a tracked shareable link. DocSend for AI agents.
|
B 79 6⁄6 | ||||||||
| 1679 |
Persistent memory for AI assistants. Store, search, and recall across sessions.
|
B 79 5⁄4 | ||||||||
| 1680 |
Enables AI agents to interact with live Shopify stores through Admin and Storef…
|
B 79 5⁄5 | ||||||||
| 1681 |
Provides comprehensive medical information by querying authoritative sources in…
|
B 79 5⁄5 | ||||||||
| 1682 |
Provides conversational access to a local CVE (Common Vulnerabilities and Expos…
|
B 79 5⁄5 | ||||||||
| 1683 |
Official CoinGecko API MCP Server for Crypto Price & Market Data.
More detail…
|
B 79 5⁄5 | ||||||||
| 1684 |
A Model Context Protocol server that provides AI assistants with access to Glea…
|
B 79 5⁄5 | ||||||||
| 1685 |
Baidu Map MCP Server
|
B 79 6⁄6 | ||||||||
| 1686 |
⚜️ An MCP server for context compaction and recycling in Claude Code
|
B 79 5⁄4 | ||||||||
| 1687 |
This server offers secure, read-only access to directory files via the MCP, sup…
|
B 79 5⁄4 | ||||||||
| 1688 |
coros-workout-mcp
Claim
Enables Claude to design strength workouts and push them directly to COROS watc…
|
B 79 5⁄5 | ||||||||
| 1689 |
Provides automated login functionality for localhost web applications using pre…
|
B 79 5⁄5 | ||||||||
| 1690 |
Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…
|
B 79 5⁄4 | ||||||||
| 1691 |
AI-powered organization for Google Photos and Drive - auto-organize, find dupli…
|
B 79 5⁄4 | ||||||||
| 1692 |
Enforces disciplined programming practices by requiring AI assistants to audit …
|
B 79 5⁄4 | ||||||||
| 1693 |
Enables integration with AntBot, an AI-based RPA platform, allowing users to li…
|
B 79 5⁄4 | ||||||||
| 1694 |
Transforms complex Pega Platform interactions into intuitive, conversational ex…
|
B 79 5⁄5 | ||||||||
| 1695 |
Analyzes your codebase identifying important files based on dependency relation…
|
B 79 5⁄4 | ||||||||
| 1696 |
Turns Model Context Protocol server tools available in AutoGen >= v0.4
|
B 79 5⁄4 | ||||||||
| 1697 |
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
|
B 79 5⁄5 | ||||||||
| 1698 |
Neo4j MCP Server
Claim
Enables AI assistants to interact with Neo4j graph databases through natural la…
|
B 79 5⁄5 | ||||||||
| 1699 |
A secure JavaScript REPL server that enables executing code snippets in a sandb…
|
B 79 5⁄5 | ||||||||
| 1700 |
An MCP-based trivia game server where AI creates rounds with two true statement…
|
B 79 5⁄4 | ||||||||