MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1551 |
Pulsar Edit MCP Server
Claim
Enables LLMs to interact with and control the Pulsar text editor through a vari…
|
B 80 5⁄4 | ||||||||
| 1552 |
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
|
B 80 5⁄5 | ||||||||
| 1553 |
A Node.js package that provides a Model Context Protocol server for converting …
|
B 80 5⁄4 | ||||||||
| 1554 |
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
|
B 80 5⁄4 | ||||||||
| 1555 |
Provides deterministic system information and developer utilities including dat…
|
B 80 5⁄5 | ||||||||
| 1556 |
MCP smart contract scanner with NEAR-focused security context.
|
B 80 5⁄4 | ||||||||
| 1557 |
Manage Opsgenie alerts efficiently by listing, creating, acknowledging, and clo…
|
B 80 5⁄5 | ||||||||
| 1558 |
Extracts minimal, relevant code context from multiple programming languages whi…
|
B 80 5⁄4 | ||||||||
| 1559 |
Enables AI assistants to execute shell commands and transfer files via SFTP acr…
|
B 80 5⁄4 | ||||||||
| 1560 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1561 |
Reddit MCP server with full read/write - posts, comments, search, and content c…
|
B 80 5⁄4 | ||||||||
| 1562 |
Give your AI coding assistant ears — capture, analyze, and describe live audio.
|
B 80 4⁄4 | ||||||||
| 1563 |
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
|
B 80 6⁄6 | ||||||||
| 1564 |
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
|
B 80 5⁄4 | ||||||||
| 1565 |
Connect to Firebird databases to query data, explore schemas, and understand ta…
|
B 80 5⁄4 | ||||||||
| 1566 |
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
|
B 80 5⁄4 | ||||||||
| 1567 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1568 |
Provides AI assistants with instant access to TypeScript type definitions from …
|
B 80 5⁄4 | ||||||||
| 1569 |
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
|
B 80 5⁄4 | ||||||||
| 1570 |
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
|
B 80 5⁄5 | ||||||||
| 1571 |
Enables comprehensive management of Directus instances through tools for schema…
|
B 80 5⁄5 | ||||||||
| 1572 |
opgg-mcp
Claim
Access real-time gaming data across popular titles like League of Legends, TFT,…
|
B 80 6⁄6 | ||||||||
| 1573 |
Enable AI assistants to seamlessly interact with your Home Assistant smart home…
|
B 80 5⁄5 | ||||||||
| 1574 |
Functional Python agent framework with MCP support, enterprise security, immuta…
|
B 80 5⁄4 | ||||||||
| 1575 |
A unified smart home automation system that enables control and monitoring of M…
|
B 80 5⁄4 | ||||||||
| 1576 |
Chilean legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄5 | ||||||||
| 1577 |
Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds …
|
B 80 5⁄5 | ||||||||
| 1578 |
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
|
B 80 5⁄5 | ||||||||
| 1579 |
Provides AI assistants with long-term semantic memory capabilities through loca…
|
B 80 5⁄5 | ||||||||
| 1580 |
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
|
B 80 5⁄4 | ||||||||
| 1581 |
mcp-calendly
Claim
Enables interaction with Calendly to manage event types, scheduled events, and …
|
B 80 5⁄5 | ||||||||
| 1582 |
Enables remote server administration via SSH, supporting command execution, SFT…
|
B 80 5⁄4 | ||||||||
| 1583 |
Multi-model AI brainstorming debates with code review and quick perspectives
|
B 80 5⁄4 | ||||||||
| 1584 |
Enables code review operations on GitHub and GitLab, including fetching pull/me…
|
B 80 5⁄5 | ||||||||
| 1585 |
MCP server for Fabric AI patterns
|
B 80 5⁄5 | ||||||||
| 1586 |
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
|
B 80 4⁄4 | ||||||||
| 1587 |
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
|
B 80 5⁄5 | ||||||||
| 1588 |
MCP server providing accurate information about NixOS packages, system options,…
|
B 80 5⁄4 | ||||||||
| 1589 |
A robust Model Control Protocol server that enables AI agents to access real-ti…
|
B 80 5⁄5 | ||||||||
| 1590 |
Automated testing for Model Context Protocol servers. Ship MCP Servers with con…
|
B 80 5⁄4 | ||||||||
| 1591 |
Translation quality evaluation using xCOMET models. Provides quality scoring (0…
|
B 80 5⁄4 | ||||||||
| 1592 |
MCP server for Infracost CLI integration - cloud cost estimates for Infrastruct…
|
B 80 5⁄5 | ||||||||
| 1593 |
An MCP server that provides AI assistants with team analytics capabilities for …
|
B 80 5⁄5 | ||||||||
| 1594 |
Model Context Protocol server for Task Management. This allows Claude Desktop (…
|
B 80 5⁄5 | ||||||||
| 1595 |
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
|
B 80 5⁄5 | ||||||||
| 1596 |
Enable AI models to interact with MySQL databases through a standardized interf…
|
B 80 5⁄5 | ||||||||
| 1597 |
Git log, diff, blame, branch stats for AI agents
|
B 80 4⁄4 | ||||||||
| 1598 |
MCP stdio server for analyzing YouTube videos with Google Gemini
|
B 80 4⁄4 | ||||||||
| 1599 |
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model…
|
B 80 5⁄4 | ||||||||
| 1600 |
Enables Claude to search and manage electronic components, PCB parts, and manuf…
|
B 80 5⁄5 | ||||||||