MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19651 |
EDA Tools MCP Server
Claim
Enables AI assistants to perform Electronic Design Automation (EDA) tasks inclu…
|
B 80 3⁄3 | ||||||||
| 19652 |
@networkselfmd/mcp
Claim
Expose a decentralized P2P agent as an MCP server so Claude Code and other AI t…
|
B 80 3⁄3 | ||||||||
| 19653 |
Genomic-Agent-Discovery
Claim
Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw…
|
B 80 3⁄3 | ||||||||
| 19654 |
Fast - accurate weather conditions and forecasts by city or coordinates.
|
B 80 3⁄3 | ||||||||
| 19655 |
AI API cost calculator, recommender & MCP server. 29 models across text/image/v…
|
B 80 3⁄3 | ||||||||
| 19656 |
Build extend and maintain pump - Token creation buying selling migration fee co…
|
B 80 4⁄3 | ||||||||
| 19657 |
Enables AI assistants to interact with WhatsApp through the WSAPI service, supp…
|
B 80 4⁄4 | ||||||||
| 19658 |
Enables AI clients to interact with ProtonMail accounts through the Proton Brid…
|
B 80 3⁄3 | ||||||||
| 19659 |
adb-tui
Claim
🤖 Full-featured Android Debug Bridge TUI and MCP server. Control any device by …
|
B 80 4⁄3 | ||||||||
| 19660 |
Git diff and markdown review with a web UI plus MCP stdio for AI agents.
|
B 80 3⁄3 | ||||||||
| 19661 |
Integrates ClickUp project management with AI applications, enabling task manag…
|
B 80 4⁄4 | ||||||||
| 19662 |
MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, …
|
B 80 3⁄3 | ||||||||
| 19663 |
Enables comprehensive Trello integration through Claude Desktop, allowing users…
|
B 79 4⁄3 | ||||||||
| 19664 |
Provides access to the complete archives of The Guardian newspaper since 1999, …
|
B 79 4⁄4 | ||||||||
| 19665 |
Enables programmatic interaction with the UnknownCheats forum by bypassing Clou…
|
B 79 3⁄3 | ||||||||
| 19666 |
MCP server for AI image generation, transformation, and style management via th…
|
B 79 4⁄3 | ||||||||
| 19667 |
KatanA Markdown Linter
Claim
Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only r…
|
B 79 3⁄3 | ||||||||
| 19668 |
Connects AI assistants to Todoist for comprehensive task management, enabling n…
|
B 79 4⁄4 | ||||||||
| 19669 |
Manage AdGuard Home through AI assistants
|
B 79 4⁄3 | ||||||||
| 19670 |
linkedapi-mcp
Claim
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-…
|
B 79 4⁄4 | ||||||||
| 19671 |
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
|
B 79 4⁄3 | ||||||||
| 19672 |
Provides access to Apple's official developer documentation, frameworks, APIs, …
|
B 79 4⁄4 | ||||||||
| 19673 |
mcp-kubernetes-ro
Claim
Provides read-only access to Kubernetes clusters for AI assistants.
|
B 79 4⁄3 | ||||||||
| 19674 |
Jira-like project tracker for AI agents with SQLite, full task hierarchy, and d…
|
B 79 4⁄3 | ||||||||
| 19675 |
A comprehensive Model Context Protocol server for Metabase integration, develop…
|
B 79 4⁄4 | ||||||||
| 19676 |
An MCP server that helps AI agents reduce token usage by compressing, summarizi…
|
B 79 3⁄3 | ||||||||
| 19677 |
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Ru…
|
B 79 4⁄4 | ||||||||
| 19678 |
A local-first MCP server that provides AI agents with safe codebase access thro…
|
B 79 4⁄3 | ||||||||
| 19679 |
Provides comprehensive market research and business analysis capabilities by in…
|
B 79 4⁄4 | ||||||||
| 19680 |
agentmako
Claim
Local-first codebase intelligence MCP server for AI coding agents.
|
B 79 3⁄3 | ||||||||
| 19681 |
Structural graph map of any codebase so LLMs navigate by structure, not guesswo…
|
B 79 3⁄3 | ||||||||
| 19682 |
Generate visual charts using [Apache ECharts](https://echarts.apache.org) with …
|
B 79 4⁄3 | ||||||||
| 19683 |
miro-mcp-server
Claim
Voice-friendly Miro whiteboard control. Create stickies, shapes, frames, mindma…
|
B 79 4⁄3 | ||||||||
| 19684 |
Enables AI coding agents to compile Delphi projects programmatically by parsing…
|
B 79 4⁄3 | ||||||||
| 19685 |
aapl-ads-mcp
Claim
Apple Search Ads API v5 (read-only). Campaigns, ad groups, keywords, performanc…
|
B 79 3⁄3 | ||||||||
| 19686 |
A high-performance browser automation MCP server that provides AI agents with a…
|
B 79 3⁄3 | ||||||||
| 19687 |
Enables natural language content management for Strapi CMS, supporting creation…
|
B 79 4⁄4 | ||||||||
| 19688 |
An Amazon S3 Model Context Protocol server that allows Large Language Models li…
|
B 79 4⁄3 | ||||||||
| 19689 |
MCP server exposing smbmap SMB enumeration functionality
|
B 79 3⁄3 | ||||||||
| 19690 |
Control iOS and Android devices with multi-device and seamless Native/WebView s…
|
B 79 3⁄3 | ||||||||
| 19691 |
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP se…
|
B 79 3⁄3 | ||||||||
| 19692 |
purple
Claim
Open-source terminal SSH manager and SSH config editor in Rust. Fuzzy search hu…
|
B 79 3⁄3 | ||||||||
| 19693 |
A Model Context Protocol server that provides AI assistants with comprehensive …
|
B 79 4⁄4 | ||||||||
| 19694 |
Japanese calendar API for AI agents. Provides Rokuyo, Rekichu, Eto, 24 Solar Te…
|
B 79 3⁄3 | ||||||||
| 19695 |
mcp-PostmanV3
|
B 79 4⁄3 | ||||||||
| 19696 |
Token-aware message truncation: fit a chat history into your model's context bu…
|
B 79 3⁄3 | ||||||||
| 19697 |
Provides LLM-optimized tools for advanced code analysis, repository complexity …
|
B 79 3⁄3 | ||||||||
| 19698 |
LinkedIn-native AI content creation, scheduling & analytics. Write and post on …
|
B 79 4⁄3 | ||||||||
| 19699 |
agentshield-mcp
Claim
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
|
B 79 3⁄3 | ||||||||
| 19700 |
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
|
B 79 3⁄3 | ||||||||