MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19701 |
@networkselfmd/mcp
Claim
Expose a decentralized P2P agent as an MCP server so Claude Code and other AI t…
|
B 80 3⁄3 | ||||||||
| 19702 |
This server integrates AI assistants with ClickUp workspaces, enabling task, te…
|
B 80 4⁄4 | ||||||||
| 19703 |
browser-mcp
Claim
Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and mu…
|
B 80 3⁄3 | ||||||||
| 19704 |
MCP server for Datamuse word-finding API
|
B 80 3⁄3 | ||||||||
| 19705 |
SSH MCP Server lets you manage remote Linux servers through natural language in…
|
B 80 3⁄3 | ||||||||
| 19706 |
Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.
|
B 80 3⁄3 | ||||||||
| 19707 |
On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.
|
B 80 3⁄3 | ||||||||
| 19708 |
Ask Bera MCP is a powerful Model Context Protocol (MCP) server that gives AI ag…
|
B 80 3⁄3 | ||||||||
| 19709 |
Development workflow server for CrossPad — build, test, run, screenshot, and na…
|
B 80 3⁄3 | ||||||||
| 19710 |
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
|
B 80 3⁄3 | ||||||||
| 19711 |
Interact with [Postman API](https://www.postman.com/postman/postman-public-work…
|
B 80 4⁄4 | ||||||||
| 19712 |
Give AI agents a persistent identity and cross-platform visual style. Includes …
|
B 80 3⁄3 | ||||||||
| 19713 |
Dart AI task management MCP with batch operations, DartQL selectors, CSV import…
|
B 80 4⁄3 | ||||||||
| 19714 |
Connects AI assistants to the TrackingTime API v4 for managing projects, tasks,…
|
B 80 4⁄4 | ||||||||
| 19715 |
Integrates with Linear project management system
|
B 80 4⁄4 | ||||||||
| 19716 |
Vector embeddings, CloudFormation generation, and OAuth validation for AI workf…
|
B 80 4⁄3 | ||||||||
| 19717 |
Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes — for LinkedIn…
|
B 80 3⁄3 | ||||||||
| 19718 |
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
|
B 80 3⁄3 | ||||||||
| 19719 |
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
|
B 80 3⁄3 | ||||||||
| 19720 |
FAOSTAT data for 245 countries: crops, trade, food security, and emissions via …
|
B 80 3⁄3 | ||||||||
| 19721 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19722 |
Equinix Docs MCP Server returns relevant documentation from docs.equinix.com.
|
B 80 3⁄3 | ||||||||
| 19723 |
Check name availability across domains, trademarks, and social handles. Score a…
|
B 80 3⁄3 | ||||||||
| 19724 |
adb-tui
Claim
🤖 Full-featured Android Debug Bridge TUI and MCP server. Control any device by …
|
B 80 4⁄3 | ||||||||
| 19725 |
Enables AI clients to interact with ProtonMail accounts through the Proton Brid…
|
B 80 3⁄3 | ||||||||
| 19726 |
An MCP bridge server that allows AI tools to call functions and execute code di…
|
B 80 3⁄3 | ||||||||
| 19727 |
Enables automated login and price monitoring for OZON seller platform using QQ …
|
B 80 3⁄3 | ||||||||
| 19728 |
MCP servers for the UniFi suite of applications, Network, Protect, Access, and …
|
B 80 4⁄3 | ||||||||
| 19729 |
cli-anything-zotero
Claim
CLI server for Zotero 7/8/9 — let AI manage your library. 70+ CLI commands for …
|
B 80 3⁄3 | ||||||||
| 19730 |
Graph-based memory system for LLMs with knowledge graphs and semantic search
|
B 80 3⁄3 | ||||||||
| 19731 |
p2pclaw-mcp-server
Claim
A backend MCP server that enables AI agents to publish, validate, and search re…
|
B 80 3⁄3 | ||||||||
| 19732 |
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
|
B 80 3⁄3 | ||||||||
| 19733 |
AI-powered personal finance analysis through Claude AI using Plaid integration,…
|
B 80 3⁄3 | ||||||||
| 19734 |
Genomic-Agent-Discovery
Claim
Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw…
|
B 80 3⁄3 | ||||||||
| 19735 |
An MCP server that connects Claude to the USAJobs API, enabling natural languag…
|
B 80 3⁄3 | ||||||||
| 19736 |
Governed actions, shared memory, audit, and rollback for MCP clients such as Cl…
|
B 80 3⁄3 | ||||||||
| 19737 |
neo4j-mcp-canary
Claim
Neo4j MCP Canary — The canary goes first so the rest of us know what's coming
|
B 80 3⁄3 | ||||||||
| 19738 |
Integrates ClickUp project management with AI applications, enabling task manag…
|
B 80 4⁄4 | ||||||||
| 19739 |
Full domain lifecycle management: availability checking (zero config), registra…
|
B 80 4⁄4 | ||||||||
| 19740 |
URL-to-Markdown API for AI pipelines — clean markdown with metadata and caching.
|
B 80 3⁄3 | ||||||||
| 19741 |
Framework-aware code intelligence that indexes source code into a cross-languag…
|
B 80 3⁄3 | ||||||||
| 19742 |
Tells AI agents which files to test first — churn, coverage, and test mapping a…
|
B 80 3⁄3 | ||||||||
| 19743 |
mcp-telegram
Claim
MCP server that connects AI assistants to your real Telegram account via User A…
|
B 80 3⁄3 | ||||||||
| 19744 |
AI code security scanner MCP server. Detects 9 categories of threats in AI-gene…
|
B 80 3⁄3 | ||||||||
| 19745 |
Manage Proxmox VE through AI assistants
|
B 80 4⁄3 | ||||||||
| 19746 |
Build extend and maintain pump - Token creation buying selling migration fee co…
|
B 80 4⁄3 | ||||||||
| 19747 |
Provides AI agents with deep visibility into a running web page's UI by capturi…
|
B 80 3⁄3 | ||||||||
| 19748 |
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
|
B 80 3⁄3 | ||||||||
| 19749 |
Instant website audits with 11 tools — full SEO audit (20+ checks), security he…
|
B 80 3⁄3 | ||||||||
| 19750 |
Provides a comprehensive suite of 56 tools for the management and automation of…
|
B 80 3⁄3 | ||||||||