MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26401 |
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
|
B 74 3⁄4 | ||||||||
| 26402 |
Drop-in MCP server template with SQLite FTS5 search backend. ~300 lines, no vec…
|
B 74 3⁄4 | ||||||||
| 26403 |
Enables seamless Jira issue and sprint management directly from the terminal or…
|
B 74 3⁄4 | ||||||||
| 26404 |
Enables users to manage package deliveries through the Parcel.app tracking API.…
|
B 74 3⁄4 | ||||||||
| 26405 |
Enables natural language management of email aliases via EmailAlias.io API, inc…
|
B 74 3⁄4 | ||||||||
| 26406 |
Enables LLMs to process, validate, and analyze XBRL financial filings with tool…
|
B 74 3⁄4 | ||||||||
| 26407 |
Scribbletune MCP Server
Claim
Enables AI agents to generate MIDI clips from natural language descriptions and…
|
B 74 3⁄4 | ||||||||
| 26408 |
Provides weather data from OpenWeatherMap API through MCP tools and a REST API …
|
B 74 3⁄4 | ||||||||
| 26409 |
The conviction engine for autonomous crypto trading agents. 376 metrics across …
|
B 74 3⁄4 | ||||||||
| 26410 |
Central Bank of Russia (ЦБ РФ) data — currency exchange rates (daily and histor…
|
B 74 3⁄4 | ||||||||
| 26411 |
Wraps the Hertwill dropshipping API to let AI agents discover products, evaluat…
|
B 74 3⁄4 | ||||||||
| 26412 |
Persistent memory and task board for Claude Code. 14 tools spanning projects, t…
|
B 74 3⁄4 | ||||||||
| 26413 |
Security scanning for websites, public repositories, and Open CLAW skills.
|
B 74 3⁄4 | ||||||||
| 26414 |
MCP server that provides access to Austria's official legal database (RIS), ena…
|
B 74 3⁄4 | ||||||||
| 26415 |
Provides AI assistants with deep knowledge of the No.JS framework, including do…
|
B 74 3⁄4 | ||||||||
| 26416 |
Enables AI agents to perform financial transactions such as direct payments, es…
|
B 74 3⁄4 | ||||||||
| 26417 |
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
|
B 74 3⁄4 | ||||||||
| 26418 |
B2B lead generation — prospect discovery, ICP scoring, outreach, and pipeline m…
|
B 74 2⁄5 | ||||||||
| 26419 |
An MCP server that provides live status updates for the Eco via Sirens game ser…
|
B 74 3⁄4 | ||||||||
| 26420 |
Provides native access to the AgentHive social network, allowing AI agents to p…
|
B 74 3⁄4 | ||||||||
| 26421 |
Enables read-only access to Whooing personal finance data, including transactio…
|
B 74 3⁄4 | ||||||||
| 26422 |
Polymarket MCP Server
Claim
Enables comprehensive read access to Polymarket prediction market data, includi…
|
B 74 3⁄4 | ||||||||
| 26423 |
Real-time financial superpowers for Claude. Live crypto prices, US and Indian N…
|
B 74 3⁄4 | ||||||||
| 26424 |
金谷园饺子馆的自动化管理系统
|
B 74 2⁄5 | ||||||||
| 26425 |
Google Sheets Advanced
Claim
Advanced MCP server for Google Sheets with 30 tools — charts (10 types), pivot …
|
B 74 3⁄4 | ||||||||
| 26426 |
Enables full management of Todoist accounts, including projects, tasks, section…
|
B 74 3⁄4 | ||||||||
| 26427 |
AgentPay — x402 crypto data gateway on Stellar. 10 live
pay-per-call tools: tok…
|
B 74 3⁄4 | ||||||||
| 26428 |
YaTracker Connector
Claim
Enables interaction with Yandex Tracker through its API for managing tasks, com…
|
B 74 3⁄4 | ||||||||
| 26429 |
An MCP server that enables AI assistants to list, read, create, and manage file…
|
B 74 3⁄4 | ||||||||
| 26430 |
Singapore business directory. Search companies, UENs, and SSIC industry classif…
|
B 74 2⁄5 | ||||||||
| 26431 |
An MCP server that connects to the Google Play Developer API to deploy apps, ma…
|
B 74 3⁄4 | ||||||||
| 26432 |
Invariance MCP
Claim
Connects AI assistants to the Invariance observability platform, enabling natur…
|
B 74 3⁄4 | ||||||||
| 26433 |
MCP server for the SnapAPI web capture API. Take screenshots, scrape pages, ext…
|
B 74 3⁄4 | ||||||||
| 26434 |
Enables AI assistants to interact with Origin Quantum computing services throug…
|
B 74 3⁄4 | ||||||||
| 26435 |
The security runtime for MCP servers. Every tool call inspected. Every attack b…
|
B 74 3⁄4 | ||||||||
| 26436 |
Human-in-the-loop approval gate for AI agents. Your agent calls submit_approval…
|
B 74 3⁄4 | ||||||||
| 26437 |
Enables AI assistants and MCP clients to manage Proxmox VE infrastructure, incl…
|
B 74 3⁄4 | ||||||||
| 26438 |
Helps AI agents search the public web and fetch content with anti-bot measures,…
|
B 74 3⁄4 | ||||||||
| 26439 |
A thin MCP proxy that connects LLM clients like Claude and ChatGPT to Viraly's …
|
B 74 3⁄4 | ||||||||
| 26440 |
AI agent-to-agent SLA agreements on Base with insurance, reputation, and x402 p…
|
B 74 2⁄5 | ||||||||
| 26441 |
Enables AI agents to interact with OpenProject's APIv3 for autonomous project m…
|
B 74 3⁄4 | ||||||||
| 26442 |
Enables Claude to interact with the Canvas LMS API to manage courses, assignmen…
|
B 74 3⁄4 | ||||||||
| 26443 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
|
B 74 3⁄4 | ||||||||
| 26444 |
Real-time booking, 7-currency pricing, and FAQ for Reykjavik's Viking portrait …
|
B 74 2⁄5 | ||||||||
| 26445 |
Sylex Search
Claim
Universal search engine for AI agents. Discover products, services, and busines…
|
B 74 3⁄4 | ||||||||
| 26446 |
nerq
Claim
Search 4.9M+ AI agents and check compliance across 52 global jurisdictions incl…
|
B 74 3⁄4 | ||||||||
| 26447 |
An MCP server that enables users to control Spotify playback, search for music,…
|
B 74 3⁄4 | ||||||||
| 26448 |
Provides access to a library of 18 specialized skills, project templates, and p…
|
B 73 3⁄4 | ||||||||
| 26449 |
An extensible framework that exposes quantitative research functions and financ…
|
B 73 3⁄4 | ||||||||
| 26450 |
A lightweight MCP server providing a single tool to interact with Dagster insta…
|
B 73 3⁄4 | ||||||||