MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 6 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 51 |
Auto-discover validation rules from data — scan, profile, health-score. No rule…
|
A 89 6⁄6 | ||||||||
| 52 |
Provides read-only access to Robinhood portfolio data for research and analysis…
|
A 89 5⁄5 | ||||||||
| 53 |
Control mpv media player through AI conversation. Play music and video, manage …
|
A 89 4⁄4 | ||||||||
| 54 |
Query the full BC K-12 curriculum: Big Ideas, Competencies, Content, and more.
|
A 89 6⁄6 | ||||||||
| 55 |
Provides programmatic access to Next Generation Science Standards (NGSS) for mi…
|
A 89 5⁄5 | ||||||||
| 56 |
A comprehensive MCP server that turns any AI assistant into a powerful mathemat…
|
A 89 6⁄6 | ||||||||
| 57 |
Enables AI assistants to connect to MetaTrader 5 for trading, market data acces…
|
A 89 4⁄4 | ||||||||
| 58 |
Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and …
|
A 89 4⁄4 | ||||||||
| 59 |
MCP server that offloads routine coding tasks to local LLM (Ollama) to save Cla…
|
A 89 4⁄4 | ||||||||
| 60 |
Test generation, mocks, coverage analysis for AI agents
|
A 89 4⁄4 | ||||||||
| 61 |
Validated trading edges across futures, equities, crypto. Live signals, full au…
|
A 89 6⁄6 | ||||||||
| 62 |
|
A 89 5⁄5 | ||||||||
| 63 |
Bright Data's Web MCP server enabling AI agents to search, extract & navigate t…
|
A 89 4⁄4 | ||||||||
| 64 |
Proxy combining multiple MCP servers into one interface, with discovery and man…
|
A 88 5⁄4 | ||||||||
| 65 |
Hotel booking MCP server. Search, book, and manage reservations across 250K+ pr…
|
A 88 6⁄6 | ||||||||
| 66 |
Enables AI assistants to compile, upload, and monitor Arduino boards via natura…
|
A 88 5⁄5 | ||||||||
| 67 |
Production-ready RAG platform combining Graph RAG, vector search, and full-text…
|
A 88 5⁄5 | ||||||||
| 68 |
Vietnamese legislation via MCP — full-text search across statutes and provisions
|
A 88 5⁄4 | ||||||||
| 69 |
Enables AI agents to efficiently process large local and online PDFs through se…
|
A 88 5⁄5 | ||||||||
| 70 |
Code quality analysis MCP server - detects security issues, deceptive patterns,…
|
A 88 6⁄4 | ||||||||
| 71 |
MCP server that enables integration with Instagram, allowing interaction with I…
|
A 88 5⁄5 | ||||||||
| 72 |
A Model Context Protocol (MCP) server that provides file system context to Larg…
|
A 88 5⁄5 | ||||||||
| 73 |
openapi-mcp-server
Claim
Connect any HTTP/REST API server using an Open API spec (v3).
|
A 88 6⁄4 | ||||||||
| 74 |
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and obser…
|
A 88 4⁄4 | ||||||||
| 75 |
URL intelligence for AI agents and developers. 16 tools, 25 signal weights, 20 …
|
A 88 6⁄6 | ||||||||
| 76 |
Enables managing and debugging Azure Logic Apps through natural language, with …
|
A 88 5⁄5 | ||||||||
| 77 |
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
|
A 88 5⁄5 | ||||||||
| 78 |
An escape guide for coding agents, providing structured thinking tools to help …
|
A 88 6⁄6 | ||||||||
| 79 |
Converts documents between multiple formats (Markdown, HTML, DOCX, PDF, Text) e…
|
A 88 5⁄5 | ||||||||
| 80 |
alive-analysis-mcp
Claim
MCP server for alive-analysis. Query, search, and retrieve structured analysis …
|
A 88 4⁄4 | ||||||||
| 81 |
MCP Server for IBGE (Brazilian Institute of Geography and Statistics) APIs. Acc…
|
A 88 5⁄5 | ||||||||
| 82 |
Israel legislation via MCP — full-text search across statutes and provisions
|
A 88 5⁄4 | ||||||||
| 83 |
SentinelGate
Claim
Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and …
|
A 88 4⁄4 | ||||||||
| 84 |
Remote jobs: job search, salary data and application tracking, or post a job an…
|
A 88 6⁄6 | ||||||||
| 85 |
Enables LLMs to query movie details, search, creator info, user ratings, and re…
|
A 88 4⁄4 | ||||||||
| 86 |
mcp-seo-marketing
Claim
Enables AI assistants to perform real-time SEO and marketing analysis, includin…
|
A 88 6⁄6 | ||||||||
| 87 |
Enables AI assistants to execute SQL queries against any database supported by …
|
A 87 5⁄5 | ||||||||
| 88 |
MCP-to-ACP bridge — let any MCP client drive ACP coding agents
|
A 87 5⁄5 | ||||||||
| 89 |
Production-ready MCP server for PDF processing with intelligent caching.
|
A 87 5⁄5 | ||||||||
| 90 |
Full automation of Google NotebookLM — Q&A with citations, audio podcasts, vide…
|
A 87 5⁄5 | ||||||||
| 91 |
Double entry plain text accounting, right in your LLM! This MCP enables compreh…
|
A 87 5⁄4 | ||||||||
| 92 |
A Model Context Protocol (MCP) server for managing and controlling SSH connecti…
|
A 87 5⁄5 | ||||||||
| 93 |
Provides DeFi vault risk analytics for AI agents to search, compare, and perfor…
|
A 87 6⁄6 | ||||||||
| 94 |
Search Claude Code conversation history with natural language queries across al…
|
A 87 5⁄5 | ||||||||
| 95 |
MCP server for the Philippine Standard Geographic Code (PSGC) API. Gives AI age…
|
A 87 6⁄6 | ||||||||
| 96 |
Extracts component information from Storybook design systems. Provides HTML, st…
|
A 87 5⁄5 | ||||||||
| 97 |
A satirical MCP server that responds to any query with 'no' and a creative reas…
|
A 87 6⁄6 | ||||||||
| 98 |
Web scraping, search, monitoring, and HTML-to-markdown for AI agents
|
A 87 4⁄4 | ||||||||
| 99 |
AI Agent Security Middleware & MCP Server with 8-layer defense including prompt…
|
A 87 4⁄4 | ||||||||
| 100 |
Enables controlling Minecraft Bedrock and Education Edition through natural lan…
|
A 87 5⁄5 | ||||||||