MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19651 |
Provides AI assistants with access to AegisX UI components, CRUD generator comm…
|
B 81 4⁄4 | ||||||||
| 19652 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19653 |
Context sync layer for AI agents. Ensures continuity and eliminates memory drif…
|
B 81 3⁄3 | ||||||||
| 19654 |
Octopus Deploy Official MCP Server
|
B 81 4⁄4 | ||||||||
| 19655 |
MCP server for TNL (Typed Natural Language): per-feature English contracts for …
|
B 81 3⁄3 | ||||||||
| 19656 |
Connect AI agents across any network — zero config, encrypted, skill-based rout…
|
B 81 3⁄3 | ||||||||
| 19657 |
MCP server adapter for mikuproject, providing tools, resources, and prompts to …
|
B 81 3⁄3 | ||||||||
| 19658 |
An MCP server that allows AI agents to interact with and debug Tauri applicatio…
|
B 81 4⁄3 | ||||||||
| 19659 |
IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, sched…
|
B 81 4⁄3 | ||||||||
| 19660 |
Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glos…
|
B 81 3⁄3 | ||||||||
| 19661 |
Outlook MCP Server
Claim
Connects Claude to Microsoft Outlook through the Microsoft Graph API, enabling …
|
B 81 4⁄4 | ||||||||
| 19662 |
A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop…
|
B 81 4⁄4 | ||||||||
| 19663 |
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database…
|
B 81 4⁄3 | ||||||||
| 19664 |
Runtime security for AI agent commerce. CLI + MCP server blocks hallucinated pu…
|
B 81 3⁄3 | ||||||||
| 19665 |
tactual
Claim
Screen-reader navigation cost analyzer. Models real AT user effort with per-pro…
|
B 81 3⁄3 | ||||||||
| 19666 |
MCP server providing access to the Flightradar24 API for real-time and historic…
|
B 81 4⁄3 | ||||||||
| 19667 |
Interact with [Postman API](https://www.postman.com/postman/postman-public-work…
|
B 80 4⁄4 | ||||||||
| 19668 |
Check name availability across domains, trademarks, and social handles. Score a…
|
B 80 3⁄3 | ||||||||
| 19669 |
Integrates with Linear project management system
|
B 80 4⁄4 | ||||||||
| 19670 |
Search and discover 1,400+ verified local food producers in Norway — farms, REK…
|
B 80 3⁄3 | ||||||||
| 19671 |
@networkselfmd/mcp
Claim
Expose a decentralized P2P agent as an MCP server so Claude Code and other AI t…
|
B 80 3⁄3 | ||||||||
| 19672 |
An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI…
|
B 80 3⁄3 | ||||||||
| 19673 |
Provides web search and page fetch capabilities using a browser-based approach,…
|
B 80 3⁄3 | ||||||||
| 19674 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19675 |
An MCP server that connects Claude to the USAJobs API, enabling natural languag…
|
B 80 3⁄3 | ||||||||
| 19676 |
Git diff and markdown review with a web UI plus MCP stdio for AI agents.
|
B 80 3⁄3 | ||||||||
| 19677 |
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
|
B 80 3⁄3 | ||||||||
| 19678 |
AI code security scanner MCP server. Detects 9 categories of threats in AI-gene…
|
B 80 3⁄3 | ||||||||
| 19679 |
|
B 80 3⁄3 | ||||||||
| 19680 |
This MCP server provides 56 tools covering the full Pressable API for managing …
|
B 80 3⁄3 | ||||||||
| 19681 |
Framework-aware code intelligence that indexes source code into a cross-languag…
|
B 80 3⁄3 | ||||||||
| 19682 |
Integrates ClickUp tasks with AI applications, enabling natural language manage…
|
B 80 4⁄4 | ||||||||
| 19683 |
AI-powered personal finance analysis through Claude AI using Plaid integration,…
|
B 80 3⁄3 | ||||||||
| 19684 |
Provides real-time weather data and multi-day forecasts for any location worldw…
|
B 80 3⁄3 | ||||||||
| 19685 |
URL-to-Markdown API for AI pipelines — clean markdown with metadata and caching.
|
B 80 3⁄3 | ||||||||
| 19686 |
On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.
|
B 80 3⁄3 | ||||||||
| 19687 |
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
B 80 3⁄3 | ||||||||
| 19688 |
MCP server providing image analysis tools for AI agents, including metadata ext…
|
B 80 3⁄3 | ||||||||
| 19689 |
Manage Proxmox VE through AI assistants
|
B 80 4⁄3 | ||||||||
| 19690 |
Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…
|
B 80 4⁄3 | ||||||||
| 19691 |
Vector embeddings, CloudFormation generation, and OAuth validation for AI workf…
|
B 80 4⁄3 | ||||||||
| 19692 |
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
|
B 80 3⁄3 | ||||||||
| 19693 |
Enables comprehensive interaction with Airtable bases including record manageme…
|
B 80 4⁄4 | ||||||||
| 19694 |
Provides AI agents with deep visibility into a running web page's UI by capturi…
|
B 80 3⁄3 | ||||||||
| 19695 |
Full domain lifecycle management: availability checking (zero config), registra…
|
B 80 4⁄4 | ||||||||
| 19696 |
Enables automated login and price monitoring for OZON seller platform using QQ …
|
B 80 3⁄3 | ||||||||
| 19697 |
Development workflow server for CrossPad — build, test, run, screenshot, and na…
|
B 80 3⁄3 | ||||||||
| 19698 |
Enables AI clients to interact with ProtonMail accounts through the Proton Brid…
|
B 80 3⁄3 | ||||||||
| 19699 |
Instant website audits with 11 tools — full SEO audit (20+ checks), security he…
|
B 80 3⁄3 | ||||||||
| 19700 |
Dart AI task management MCP with batch operations, DartQL selectors, CSV import…
|
B 80 4⁄3 | ||||||||