MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23651 |
Enables browser automation through Playwright with persistent sessions and cook…
|
C 58 4⁄3 | ||||||||
| 23652 |
An MCP (Model Context Protocol) server that enables interaction with the Cisco …
|
C 58 4⁄3 | ||||||||
| 23653 |
MCP server providing a powerful bioinformatics toolkit for genomics queries and…
|
C 58 4⁄4 | ||||||||
| 23654 |
qdrant-mcp-pi5
Claim
Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP…
|
C 58 4⁄3 | ||||||||
| 23655 |
AkShare MCP Server
Claim
Provides access to historical financial data for US, Hong Kong, and A-share mar…
|
C 58 4⁄4 | ||||||||
| 23656 |
axe MCP Server
Claim
Official MCP server for Axe DevTools for Web.
|
C 58 3⁄3 | ||||||||
| 23657 |
Inbound Email MCP Server
Claim
Enables AI assistants to interact with the Inbound Email API to manage domains,…
|
C 58 4⁄4 | ||||||||
| 23658 |
Build Secure and Compliant AI agents and MCP Servers. YC W23
|
C 58 4⁄3 | ||||||||
| 23659 |
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
|
C 58 4⁄4 | ||||||||
| 23660 |
The ultimate math engine unifying SymPy, NumPy & Matplotlib in one powerful ser…
|
C 58 4⁄3 | ||||||||
| 23661 |
Provides AI assistants with tools to retrieve current weather, 7-day forecasts,…
|
C 58 4⁄4 | ||||||||
| 23662 |
A framework that provides search, fetch, and do primitives to enable AI agents …
|
C 58 4⁄4 | ||||||||
| 23663 |
Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Dr…
|
C 58 4⁄4 | ||||||||
| 23664 |
Provides access to the API Ninjas Country API, allowing users to query detailed…
|
C 58 4⁄4 | ||||||||
| 23665 |
Connects AI agents to real-time cryptocurrency market data from CoinGecko API, …
|
C 58 4⁄4 | ||||||||
| 23666 |
Enables browser automation by managing Selenium Grid browser instances (Chrome,…
|
C 58 4⁄4 | ||||||||
| 23667 |
A universal interface that enables AI Agents to seamlessly communicate with Adb…
|
C 58 4⁄4 | ||||||||
| 23668 |
Implements a Model Context Protocol server for WordPress that enhances VS Code …
|
C 58 4⁄3 | ||||||||
| 23669 |
ScreenPilot
Claim
enables AI to fully control and access GUI interactions by providing tools for …
|
C 58 4⁄3 | ||||||||
| 23670 |
PowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows o…
|
C 58 4⁄3 | ||||||||
| 23671 |
Enables AI assistants to identify processes listening on specific network ports…
|
C 58 3⁄3 | ||||||||
| 23672 |
Access all major Bitbucket Cloud features—repositories, pull requests, issues, …
|
C 58 4⁄4 | ||||||||
| 23673 |
Ever wonder what our (US) Congress is up to? Fed up with the news? Ask Congress…
|
C 58 4⁄4 | ||||||||
| 23674 |
Enables Claude to interact with core AWS services like S3, EC2, RDS, and CloudW…
|
C 58 4⁄4 | ||||||||
| 23675 |
MCP server for the Tradovate platform
|
C 58 4⁄3 | ||||||||
| 23676 |
A lightweight MCP server that provides AI assistants with access to a system's …
|
C 58 3⁄3 | ||||||||
| 23677 |
An MCP server that connects to the Resource Hub, allowing centralized configura…
|
C 58 4⁄4 | ||||||||
| 23678 |
Provides tools to get financial data (stock prices, company information) and ge…
|
C 58 4⁄4 | ||||||||
| 23679 |
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
|
C 58 4⁄3 | ||||||||
| 23680 |
An MCP server for the Paymo platform that enables AI assistants to manage time …
|
C 58 4⁄4 | ||||||||
| 23681 |
Integration server that connects AI assistants to Atlassian products (Confluenc…
|
C 58 4⁄3 | ||||||||
| 23682 |
An extensible Model Context Protocol server that enables AI assistants like Cla…
|
C 58 4⁄4 | ||||||||
| 23683 |
huuh.me is AI-native Youtube
- dead easy AI for people with stuff to do
- colla…
|
C 58 4⁄4 | ||||||||
| 23684 |
Z.ai2api
Claim
将 Z.ai Chat 代理为 OpenAI/Anthropic Compatible 格式，支持多模型列表映射、免令牌、智能处理思考链、图片上传等功能；Z.…
|
C 58 4⁄3 | ||||||||
| 23685 |
Enables querying WhatsApp OSINT API to gather intelligence on WhatsApp numbers,…
|
C 58 4⁄4 | ||||||||
| 23686 |
MCP Monitor
Claim
An observability tool for agentic AI pipelines that intercepts MCP and Python t…
|
C 57 4⁄4 | ||||||||
| 23687 |
Creates professional PowerPoint presentations from Markdown or JSON with intell…
|
C 57 4⁄4 | ||||||||
| 23688 |
Automatically discovers GraphQL APIs through introspection and generates table-…
|
C 57 4⁄4 | ||||||||
| 23689 |
A minimal and extensible local MCP server that provides core utilities like pin…
|
C 57 3⁄3 | ||||||||
| 23690 |
An MCP server for generic Database Management System (DBMS) Connectivity via th…
|
C 57 3⁄3 | ||||||||
| 23691 |
A Machine Conversation Protocol server that enables AI agents to perform Retrie…
|
C 57 4⁄3 | ||||||||
| 23692 |
AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. …
|
C 57 4⁄4 | ||||||||
| 23693 |
openai-mcp-agent-dotnet
Claim
Sample to create an AI Agent using OpenAI models with any MCP server running on…
|
C 57 4⁄3 | ||||||||
| 23694 |
Solr MCP
Claim
A Python server that enables AI assistants to perform hybrid search queries aga…
|
C 57 4⁄4 | ||||||||
| 23695 |
Ultra MCP-SS
Claim
A FastAPI-based MCP server that integrates with smartscreen.tv, allowing you to…
|
C 57 4⁄4 | ||||||||
| 23696 |
An auto-generated MCP server that enables interaction with the OpenAI API, allo…
|
C 57 4⁄4 | ||||||||
| 23697 |
Provides a note storage system with a custom URI scheme and includes tools for …
|
C 57 4⁄3 | ||||||||
| 23698 |
A Node.js service that provides spot trading functionality through the LnExchan…
|
C 57 4⁄4 | ||||||||
| 23699 |
Provides advanced OCR capabilities with multiple state-of-the-art backends (Dee…
|
C 57 4⁄4 | ||||||||
| 23700 |
Desktop APP for Discover and Install MCP Servers
|
C 57 4⁄3 | ||||||||