MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 8 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2401 |
Provides secure access to filesystem operations, system commands, Obsidian vaul…
|
B 78 5⁄5 | ||||||||
| 2402 |
USCardForum MCP Server
Claim
Enables interaction with USCardForum, a Discourse-based community focused on US…
|
B 78 5⁄5 | ||||||||
| 2403 |
ArcGIS MCP Server
Claim
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
|
B 78 4⁄4 | ||||||||
| 2404 |
Provides comprehensive access to the W3C WAI-ARIA specification for querying ro…
|
B 78 5⁄5 | ||||||||
| 2405 |
Helps ground AI agents in reality by fact-checking responses against official d…
|
B 78 5⁄5 | ||||||||
| 2406 |
Enables AI models to interact with the Lightning Network by providing an MCP-co…
|
B 78 5⁄5 | ||||||||
| 2407 |
UNO-MCP
Claim
Unified Narrative Operator MCP server — AI-powered prose expansion, repetition …
|
B 78 5⁄4 | ||||||||
| 2408 |
🧑🏻💻 MCP Server for @antvis visualization development, which provides documenta…
|
B 78 5⁄4 | ||||||||
| 2409 |
Blawx MCP Server
Claim
Enables interaction with the Blawx API to discover project ontologies, ask ques…
|
B 78 5⁄5 | ||||||||
| 2410 |
Structural analysis for any system — 12 deterministic graph tools (topology, bo…
|
B 78 6⁄6 | ||||||||
| 2411 |
MCP server enabling automated access to **LeetCode**'s programming problems, so…
|
B 78 5⁄5 | ||||||||
| 2412 |
A central registry and HTTP interface for coordinating Model Context Protocol (…
|
B 78 5⁄4 | ||||||||
| 2413 |
Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enab…
|
B 78 5⁄5 | ||||||||
| 2414 |
Provides Node.js debugging capabilities with process management for AI agents, …
|
B 78 5⁄5 | ||||||||
| 2415 |
Zero-auth developer utilities: base64, UUID, hash, JWT decode, cron parse, time…
|
B 78 5⁄4 | ||||||||
| 2416 |
An MCP server that enables AI assistants to interact with Apache Airflow's REST…
|
B 78 5⁄5 | ||||||||
| 2417 |
MCP server that enables LLMs to interact with ERPNext/Frappe sites for document…
|
B 78 5⁄4 | ||||||||
| 2418 |
Transform your ordinary story content into rich, detailed narratives. Enhance y…
|
B 78 5⁄4 | ||||||||
| 2419 |
A threat intelligence aggregation server that provides unified access to multip…
|
B 78 5⁄5 | ||||||||
| 2420 |
MCP Server which can get your AI's to Code in an Production level state.
|
B 78 5⁄4 | ||||||||
| 2421 |
Check service status and outage information via Downdetector.
|
B 78 5⁄5 | ||||||||
| 2422 |
PRD Generator MCP Server
Claim
Reads README files from the file system and automatically generates structured …
|
B 78 5⁄5 | ||||||||
| 2423 |
Graph based reasoning
Claim
Enable advanced AI reasoning workflows using graph-based thought representation…
|
B 78 5⁄4 | ||||||||
| 2424 |
Pane
Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
|
B 78 5⁄4 | ||||||||
| 2425 |
Enables AI assistants to perform interactive Python debugging with breakpoints,…
|
B 78 5⁄4 | ||||||||
| 2426 |
Enables AI agents to store, retrieve, and connect information in a Neo4j graph …
|
B 78 5⁄5 | ||||||||
| 2427 |
MCP server for address derivation and encoding utilities across multiple blockc…
|
B 78 6⁄4 | ||||||||
| 2428 |
Enables vision capabilities for any AI model by routing image analysis requests…
|
B 78 5⁄5 | ||||||||
| 2429 |
Enables secure read-only access to PostgreSQL databases, allowing users to list…
|
B 78 5⁄5 | ||||||||
| 2430 |
Provides deep source code analysis for Unreal Engine codebases, allowing AI ass…
|
B 78 5⁄5 | ||||||||
| 2431 |
Create Pix charges (Woovi/OpenPix) · List payments & check status · Refund tran…
|
B 78 5⁄4 | ||||||||
| 2432 |
Enables AI assistants to automatically inspect and analyze application runtime …
|
B 78 5⁄5 | ||||||||
| 2433 |
Secure MCP server for GitLab projects, merge requests, issues, and pipelines
|
B 78 5⁄5 | ||||||||
| 2434 |
11 focused tools for structured thinking, branching, revision, and navigation.
|
B 78 5⁄5 | ||||||||
| 2435 |
Provides Chinese holiday information, lunar calendar conversion, traditional fe…
|
B 78 5⁄5 | ||||||||
| 2436 |
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
|
B 78 5⁄4 | ||||||||
| 2437 |
DEVONthink MCP Server
Claim
Enables comprehensive management of DEVONthink records and databases, including…
|
B 78 5⁄4 | ||||||||
| 2438 |
Manage companies, plans, features, and billing through SchematicHQ
|
B 78 5⁄4 | ||||||||
| 2439 |
Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…
|
B 78 5⁄5 | ||||||||
| 2440 |
Integrates Attio CRM with AI clients to manage companies, people, and notes thr…
|
B 78 5⁄5 | ||||||||
| 2441 |
A Model Context Protocol (MCP) server that provides cached access to Munich Pub…
|
B 78 5⁄5 | ||||||||
| 2442 |
mcp-dockmaster
Claim
MCP Dockmaster allows you to easily install and manage MCP servers. Available f…
|
B 78 5⁄5 | ||||||||
| 2443 |
Enables AI assistants to interact with Autodesk Revit to query project data, ma…
|
B 78 5⁄5 | ||||||||
| 2444 |
Provides access to a suite of Nordic data tools covering Danish business record…
|
B 78 5⁄5 | ||||||||
| 2445 |
Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP
|
B 78 4⁄4 | ||||||||
| 2446 |
Integrates with Notion's API to manage personal todo lists
|
B 78 5⁄5 | ||||||||
| 2447 |
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
|
B 78 5⁄5 | ||||||||
| 2448 |
Freshservice MCP server
|
B 78 5⁄5 | ||||||||
| 2449 |
U301 URL Shortener MCP Server
|
B 78 5⁄4 | ||||||||
| 2450 |
An MCP Server to utilize Codelogic's rich software dependency data in your AI p…
|
B 78 5⁄4 | ||||||||