MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 5 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37401 |
Enables AI assistants to generate and edit images using Azure OpenAI's gpt-imag…
|
— | ||||||||
| 37402 |
ComfyUI MCP
Claim
MCP server that connects local ComfyUI to AI agents, enabling natural language …
|
— | ||||||||
| 37403 |
stitch-mcp
Claim
A CLI and MCP server to preview, build, and integrate AI-generated UI designs f…
|
— | ||||||||
| 37404 |
askme-cli
Claim
An MCP server that provides a user confirmation interface for AI assistants via…
|
— | ||||||||
| 37405 |
DAMI Robot MCP Server
Claim
Connects to Moodle API to enable a voice robot to query student information suc…
|
— | ||||||||
| 37406 |
ab-ibge-mcp-server
Claim
Enables AI agents to access Brazilian statistical, geographic, and economic dat…
|
— | ||||||||
| 37407 |
creatordb-mcp-server
Claim
Exposes the CreatorDB V3 API as 42 tools for creator search, profile data, spon…
|
— | ||||||||
| 37408 |
Scoop
Claim
Extracts LinkedIn saved posts into a structured research index using Chrome Dev…
|
— | ||||||||
| 37409 |
mcp-fbi-artcrimes
Claim
Provides access to the FBI National Stolen Art File (free, no auth) for queryin…
|
— | ||||||||
| 37410 |
ae-mcp
Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
|
— | ||||||||
| 37411 |
Flow2API MCP Server
Claim
Wraps Flow2API / OpenAI-compatible image generation upstream into an MCP servic…
|
— | ||||||||
| 37412 |
membot
Claim
Membot is an MCP server that gives AI agents swappable, searchable memory store…
|
— | ||||||||
| 37413 |
KARP Word Graph
Claim
Enables semantic search of the KJV Bible and personal knowledge graph for scrip…
|
— | ||||||||
| 37414 |
Tencent Ad MCP Server
Claim
Wraps all Tencent Ads Marketing API v3.0 endpoints as MCP tools, enabling AI as…
|
— | ||||||||
| 37415 |
Enables searching and bidirectional mapping of 1,451 security controls across 2…
|
— | ||||||||
| 37416 |
schema-org-mcp
Claim
MCP server enabling AI assistants to explore schema.org types, generate JSON-LD…
|
— | ||||||||
| 37417 |
Enables AI assistants to build Microsoft 365 Copilot agents by executing ATK CL…
|
— | ||||||||
| 37418 |
Zendesk MCP Server
Claim
Comprehensive MCP server providing 89 tools and 13 React UI apps for complete Z…
|
— | ||||||||
| 37419 |
pentest-copilot
Claim
|
— | ||||||||
| 37420 |
hailuo-mcp
Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
|
— | ||||||||
| 37421 |
mcp-sec-edgar
Claim
Institutional-grade SEC financial data for AI agents — in one line of config. …
|
— | ||||||||
| 37422 |
niahub-mcp
Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
|
— | ||||||||
| 37423 |
thedailyworkflow-mcp
Claim
Bridges AI assistants with the largest curated AI directory, enabling search fo…
|
— | ||||||||
| 37424 |
mcp-elicitations
Claim
A demonstration MCP server that shows how to use elicitations to ask users for …
|
— | ||||||||
| 37425 |
Dev Memory MCP Server
Claim
Persistent development memory server that automatically captures and organizes …
|
— | ||||||||
| 37426 |
photo-vlm-mcp
Claim
A local Ollama-backed MCP server that gives coding assistants a portable photo-…
|
— | ||||||||
| 37427 |
EST Call Agent
Claim
FastMCP cloud server enabling AI assistants to manage outbound call campaigns, …
|
— | ||||||||
| 37428 |
context-capsule
Claim
Allows coding agents to securely retrieve curated, sealed Slack message bundles…
|
— | ||||||||
| 37429 |
demo-002
Claim
|
— | ||||||||
| 37430 |
UEMCP
Claim
Enables Claude to control Unreal Engine 5 editor, spawn actors, build materials…
|
— | ||||||||
| 37431 |
SSP GHL MCP Server
Claim
Enables interaction with the Swipe Saver Pro GHL location for managing contacts…
|
— | ||||||||
| 37432 |
claude-memory-mcp
Claim
Provides persistent local memory for AI assistants using SQLite and semantic se…
|
— | ||||||||
| 37433 |
desktop-touch-mcp
Claim
Allows AI clients to see and control Windows 10/11 desktops via MCP, with scree…
|
— | ||||||||
| 37434 |
Squish Memory
Claim
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
|
— | ||||||||
| 37435 |
Agentic Vault MCP Server
Claim
Exposes an EVM wallet to AI agents via MCP, using AWS KMS for HSM-backed signin…
|
— | ||||||||
| 37436 |
A FastAPI server that enables interaction with YouTube's data through search, v…
|
— | ||||||||
| 37437 |
testyb2
Claim
|
— | ||||||||
| 37438 |
agentbridge
Claim
A unified gateway for AI agent tools that provides a single MCP stdio endpoint …
|
— | ||||||||
| 37439 |
AIHUB-MCP
Claim
Enables searching and querying AI Hub datasets, including listing datasets, get…
|
— | ||||||||
| 37440 |
deal-intel-mcp
Claim
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
|
— | ||||||||
| 37441 |
Provides MCP tools for Google Maps services including directions, geocoding, di…
|
— | ||||||||
| 37442 |
Enables AI to upload local files to RustFS storage service and download files f…
|
— | ||||||||
| 37443 |
Local LLM MCP Tool
Claim
A local MCP server that runs Llama models entirely on your machine. No API keys…
|
— | ||||||||
| 37444 |
Git-Fabric Gateway
Claim
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
|
— | ||||||||
| 37445 |
Read-only MCP server for querying Shopify analytics data, including orders, cus…
|
— | ||||||||
| 37446 |
49 crypto intelligence APIs. Whale tracking, DeFi yields, alpha signals. Pay in…
|
— | ||||||||
| 37447 |
FreeCAD MCP
Claim
Enables AI assistants to control FreeCAD 3D modeling software, allowing creatio…
|
— | ||||||||
| 37448 |
gov-mcp
Claim
An MCP server that enforces runtime governance on AI agent actions — file acces…
|
— | ||||||||
| 37449 |
Hello MCP Server
Claim
A minimal stateless MCP server for Cloudflare Workers that provides a greeting …
|
— | ||||||||
| 37450 |
limpet
Claim
Persistent engineering memory for AI coding agents. Survives refactors, knows w…
|
— | ||||||||