MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 3 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1601 |
Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10.…
|
B 79 5⁄5 | ||||||||
| 1602 |
This server offers secure, read-only access to directory files via the MCP, sup…
|
B 79 5⁄4 | ||||||||
| 1603 |
Analyzes your codebase identifying important files based on dependency relation…
|
B 79 5⁄4 | ||||||||
| 1604 |
coros-workout-mcp
Claim
Enables Claude to design strength workouts and push them directly to COROS watc…
|
B 79 5⁄5 | ||||||||
| 1605 |
Empowers AI agents to deeply understand and interact with Obsidian vaults throu…
|
B 79 5⁄4 | ||||||||
| 1606 |
Neo4j MCP Server
Claim
Enables AI assistants to interact with Neo4j graph databases through natural la…
|
B 79 5⁄5 | ||||||||
| 1607 |
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
|
B 79 5⁄5 | ||||||||
| 1608 |
Provides automated login functionality for localhost web applications using pre…
|
B 79 5⁄5 | ||||||||
| 1609 |
Transforms complex Pega Platform interactions into intuitive, conversational ex…
|
B 79 5⁄5 | ||||||||
| 1610 |
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
|
B 79 5⁄5 | ||||||||
| 1611 |
Generates entertaining stories told entirely through emojis with adjustable cha…
|
B 79 5⁄5 | ||||||||
| 1612 |
Provides conversational access to a local CVE (Common Vulnerabilities and Expos…
|
B 79 5⁄5 | ||||||||
| 1613 |
Official CoinGecko API MCP Server for Crypto Price & Market Data.
More detail…
|
B 79 5⁄5 | ||||||||
| 1614 |
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
|
B 79 5⁄4 | ||||||||
| 1615 |
An MCP-based trivia game server where AI creates rounds with two true statement…
|
B 79 5⁄4 | ||||||||
| 1616 |
AI-native directory visualization with semantic analysis, ultra-compressed form…
|
B 79 5⁄4 | ||||||||
| 1617 |
Real-time oil, gas & commodity prices. 26 tools: spot, history, futures, alerts…
|
B 79 5⁄4 | ||||||||
| 1618 |
Amateur radio MCP server with band plans, EIRP, cable loss, antenna gains, and …
|
B 79 6⁄6 | ||||||||
| 1619 |
Baidu Map MCP Server
|
B 79 6⁄6 | ||||||||
| 1620 |
Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP
|
B 79 5⁄5 | ||||||||
| 1621 |
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
|
B 79 5⁄4 | ||||||||
| 1622 |
An MCP server for Apache Airflow
|
B 79 5⁄4 | ||||||||
| 1623 |
MCP-to-MCP Tic-Tac-Toe
Claim
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a sh…
|
B 79 6⁄6 | ||||||||
| 1624 |
Enables read-only Linux system diagnostics and troubleshooting on local and rem…
|
B 79 5⁄5 | ||||||||
| 1625 |
MCPlex-AI-v1.0
Claim
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
|
B 79 5⁄4 | ||||||||
| 1626 |
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
|
B 79 5⁄5 | ||||||||
| 1627 |
|
B 79 5⁄4 | ||||||||
| 1628 |
Provides AI models with full access to Jira Cloud functionality, enabling issue…
|
B 79 5⁄5 | ||||||||
| 1629 |
Enables AI agents to manage ComfyUI workflows using a human-readable Domain Spe…
|
B 79 5⁄5 | ||||||||
| 1630 |
Enables reverse engineering of web applications and chat interfaces through bro…
|
B 79 5⁄5 | ||||||||
| 1631 |
Streamlines development workflows through AI-assisted codebase analysis, compre…
|
B 79 5⁄5 | ||||||||
| 1632 |
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
|
B 79 5⁄5 | ||||||||
| 1633 |
Provides complete access to Model Context Protocol documentation through an MCP…
|
B 79 5⁄4 | ||||||||
| 1634 |
Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…
|
B 79 5⁄4 | ||||||||
| 1635 |
A MCP server for interacting with Taiga Project Manager
|
B 79 5⁄5 | ||||||||
| 1636 |
Offers an extensive collection of utilities for research, web scraping, and pro…
|
B 79 6⁄6 | ||||||||
| 1637 |
Timezone, dates, cron, timestamps for AI agents
|
B 79 4⁄4 | ||||||||
| 1638 |
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
|
B 79 5⁄5 | ||||||||
| 1639 |
notion-mcp
Claim
A Model Context Protocol (MCP) server that integrates with Notion's API to mana…
|
B 79 5⁄5 | ||||||||
| 1640 |
Crawl4AI RAG MCP Server
Claim
Enables AI assistants to crawl websites, extract and store web content with sem…
|
B 79 5⁄5 | ||||||||
| 1641 |
String analyzer, diff, templates for AI agents
|
B 79 4⁄4 | ||||||||
| 1642 |
Enables Claude to interact with Oscribble task projects through natural languag…
|
B 79 5⁄4 | ||||||||
| 1643 |
Enforces disciplined programming practices by requiring AI assistants to audit …
|
B 79 5⁄4 | ||||||||
| 1644 |
On-demand Obsidian vault access via MCP. Adaptive context loading (67-82% token…
|
B 79 5⁄5 | ||||||||
| 1645 |
Enables natural language access to blockchain data and insights through the Sei…
|
B 79 5⁄5 | ||||||||
| 1646 |
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
|
B 79 5⁄5 | ||||||||
| 1647 |
Provides tools to search Airbnb and get listing details.
|
B 79 5⁄5 | ||||||||
| 1648 |
Persistent semantic memory for AI agents. SQLite-backed, local-first, zero conf…
|
B 79 5⁄4 | ||||||||
| 1649 |
Server implementation for Google BigQuery integration that enables direct BigQu…
|
B 79 5⁄5 | ||||||||
| 1650 |
SSH MCP
|
B 79 5⁄5 | ||||||||