MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19601 |
SEO, performance, and security audits for any URL — no API keys required
|
B 80 3⁄3 | ||||||||
| 19602 |
Equinix Docs MCP Server returns relevant documentation from docs.equinix.com.
|
B 80 3⁄3 | ||||||||
| 19603 |
Security scanning and threat detection for AI agents
|
B 80 3⁄3 | ||||||||
| 19604 |
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
B 80 3⁄3 | ||||||||
| 19605 |
An MCP bridge server that allows AI tools to call functions and execute code di…
|
B 80 3⁄3 | ||||||||
| 19606 |
Full domain lifecycle management: availability checking (zero config), registra…
|
B 80 4⁄4 | ||||||||
| 19607 |
Check name availability across domains, trademarks, and social handles. Score a…
|
B 80 3⁄3 | ||||||||
| 19608 |
Enables AI assistants to interact with WhatsApp through the WSAPI service, supp…
|
B 80 4⁄4 | ||||||||
| 19609 |
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
|
B 80 3⁄3 | ||||||||
| 19610 |
AI compass from private sector to federal career — USAJobs search, salary, KSA
|
B 80 3⁄3 | ||||||||
| 19611 |
Framework-aware code intelligence that indexes source code into a cross-languag…
|
B 80 3⁄3 | ||||||||
| 19612 |
Provides AI agents with deep visibility into a running web page's UI by capturi…
|
B 80 3⁄3 | ||||||||
| 19613 |
Record what you do on any website and securely automate it forever. Replays bro…
|
B 80 3⁄3 | ||||||||
| 19614 |
Interact with [Postman API](https://www.postman.com/postman/postman-public-work…
|
B 80 4⁄4 | ||||||||
| 19615 |
A centralized manager for Model Context Protocol (MCP) servers with dynamic ser…
|
B 80 4⁄3 | ||||||||
| 19616 |
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
|
B 80 3⁄3 | ||||||||
| 19617 |
MCP server for API testing. 35 tools: HTTP, assertions, flows, OpenAPI, collect…
|
B 80 4⁄3 | ||||||||
| 19618 |
An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI…
|
B 80 3⁄3 | ||||||||
| 19619 |
Git diff and markdown review with a web UI plus MCP stdio for AI agents.
|
B 80 3⁄3 | ||||||||
| 19620 |
Enables AI clients to interact with ProtonMail accounts through the Proton Brid…
|
B 80 3⁄3 | ||||||||
| 19621 |
Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHu…
|
B 80 3⁄3 | ||||||||
| 19622 |
Cordon
Claim
Security gateway for MCP. Policy enforcement, audit logging, human-in-the-loop …
|
B 80 3⁄3 | ||||||||
| 19623 |
ahk-mcp
Claim
Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Aut…
|
B 80 3⁄3 | ||||||||
| 19624 |
FAOSTAT data for 245 countries: crops, trade, food security, and emissions via …
|
B 80 3⁄3 | ||||||||
| 19625 |
AI API cost calculator, recommender & MCP server. 29 models across text/image/v…
|
B 80 3⁄3 | ||||||||
| 19626 |
Build extend and maintain pump - Token creation buying selling migration fee co…
|
B 80 4⁄3 | ||||||||
| 19627 |
Fast - accurate weather conditions and forecasts by city or coordinates.
|
B 80 3⁄3 | ||||||||
| 19628 |
Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.
|
B 80 3⁄3 | ||||||||
| 19629 |
MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, …
|
B 80 3⁄3 | ||||||||
| 19630 |
neo4j-mcp-canary
Claim
Neo4j MCP Canary — The canary goes first so the rest of us know what's coming
|
B 80 3⁄3 | ||||||||
| 19631 |
Integrates ClickUp project management with AI applications, enabling task manag…
|
B 80 4⁄4 | ||||||||
| 19632 |
mcp-telegram
Claim
MCP server that connects AI assistants to your real Telegram account via User A…
|
B 80 3⁄3 | ||||||||
| 19633 |
AI-powered personal finance analysis through Claude AI using Plaid integration,…
|
B 80 3⁄3 | ||||||||
| 19634 |
Search and contribute to the Open Food Facts database.
|
B 80 4⁄3 | ||||||||
| 19635 |
On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.
|
B 80 3⁄3 | ||||||||
| 19636 |
Classic poetry search and discovery via PoetryDB.
|
B 80 3⁄3 | ||||||||
| 19637 |
Enables comprehensive interaction with Airtable bases including record manageme…
|
B 80 4⁄4 | ||||||||
| 19638 |
This server integrates AI assistants with ClickUp workspaces, enabling task, te…
|
B 80 4⁄4 | ||||||||
| 19639 |
Identity infrastructure for AI agents. Evolving persona, session continuity, se…
|
B 80 3⁄3 | ||||||||
| 19640 |
Enables automated login and price monitoring for OZON seller platform using QQ …
|
B 80 3⁄3 | ||||||||
| 19641 |
Connect AI agents like Claude, Cursor, and Gemini to historical Windows perform…
|
B 80 3⁄3 | ||||||||
| 19642 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19643 |
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
|
B 80 3⁄3 | ||||||||
| 19644 |
EDA Tools MCP Server
Claim
Enables AI assistants to perform Electronic Design Automation (EDA) tasks inclu…
|
B 80 3⁄3 | ||||||||
| 19645 |
@networkselfmd/mcp
Claim
Expose a decentralized P2P agent as an MCP server so Claude Code and other AI t…
|
B 80 3⁄3 | ||||||||
| 19646 |
Agentic pipeline that transforms ideas to revenue — for solo founders and boots…
|
B 80 3⁄3 | ||||||||
| 19647 |
Image metadata, favicon, OG image for AI agents
|
B 80 3⁄3 | ||||||||
| 19648 |
SSH MCP Server lets you manage remote Linux servers through natural language in…
|
B 80 3⁄3 | ||||||||
| 19649 |
Enables Claude Desktop and other AI tools to interact directly with Figma, allo…
|
B 80 4⁄3 | ||||||||
| 19650 |
Integrate with AverbePorto to streamline authentication and document submission…
|
B 80 3⁄3 | ||||||||