MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 3 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58551 |
agent-drop
Claim
Enables local file exchange between users and CLI agents via a web UI and MCP s…
|
— | ||||||||
| 58552 |
laravel-tasks
Claim
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
|
— | ||||||||
| 58553 |
server
Claim
One MCP tool contract for telephony — any call provider, hosted, local, or BYOK.
|
— | ||||||||
| 58554 |
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
|
— | ||||||||
| 58555 |
mcp-playwright-tools
Claim
Playwright browser automation tools for MCP enabling navigation, interaction, c…
|
— | ||||||||
| 58556 |
OctoTrip Flights
Claim
Free, no-login flight search with real-time pricing from multiple airlines.
|
— | ||||||||
| 58557 |
mcp
Claim
Manage discussion topics, gather votes and video rationale, and read AI insight…
|
— | ||||||||
| 58558 |
gemini-mcp-local
Claim
|
— | ||||||||
| 58559 |
Adspirer
Claim
Run Google, Meta, and TikTok ads directly from ChatGPT and Claude. Create campa…
|
— | ||||||||
| 58560 |
nofomo-mcp-server
Claim
MCP server and SDK for AI agents to interact with NoFOMO News, enabling reading…
|
— | ||||||||
| 58561 |
Final POS
Claim
Build custom POS, kiosk, self-checkout & in-person payment apps with AI agents …
|
— | ||||||||
| 58562 |
vnc-mcp
Claim
vnc-mcp allows MCP-compatible LLMs to interact with any desktop accessible over…
|
— | ||||||||
| 58563 |
SRIFT
Claim
Decentralized E2EE P2P file transfer + chat: human to human, human to AI, AI to…
|
— | ||||||||
| 58564 |
Opera DevTools MCP
Claim
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
|
— | ||||||||
| 58565 |
sh3ll
Claim
|
— | ||||||||
| 58566 |
Salesmate MCP Server
Claim
A production-ready MCP server that exposes the Salesmate CRM to Claude Desktop,…
|
— | ||||||||
| 58567 |
Kluster.ai Verify MCP
Claim
Enables fact-checking of AI responses against reliable sources and validation o…
|
— | ||||||||
| 58568 |
ToolSnap MCP
Claim
Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% tok…
|
— | ||||||||
| 58569 |
Sema
Claim
MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM…
|
— | ||||||||
| 58570 |
mcp-server
Claim
Cross-border debt collection: submit and track cases handled by local partners …
|
— | ||||||||
| 58571 |
A Model Context Protocol server for LLM fuzzing and testing, providing secure a…
|
— | ||||||||
| 58572 |
Nchan MCP Transport
Claim
A high-performance WebSocket/SSE transport layer and gateway for Anthropic's MC…
|
— | ||||||||
| 58573 |
sonar
Claim
ASO tools for AI agents: keyword research, rank tracking, competitor analysis (…
|
— | ||||||||
| 58574 |
denialbot
Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
|
— | ||||||||
| 58575 |
plantos
Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
|
— | ||||||||
| 58576 |
Norric
Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
|
— | ||||||||
| 58577 |
gmail-mcp-server
Claim
Enables reading, sending, searching, and managing Gmail through Claude using th…
|
— | ||||||||
| 58578 |
Is an Australian rent fair? ABS rents index check, plus sourced property and le…
|
— | ||||||||
| 58579 |
flexorch-mcp
Claim
Enables Claude and other MCP-compatible agents to process documents, extract st…
|
— | ||||||||
| 58580 |
Trellis MCP
Claim
A file-backed MCP server for hierarchical project management that enables AI as…
|
— | ||||||||
| 58581 |
docx-comments
Claim
Provides comprehensive read/write access to Word documents, including comments,…
|
— | ||||||||
| 58582 |
tuskledger-mcp
Claim
Enables AI assistants to query and analyze local personal finance data from Tus…
|
— | ||||||||
| 58583 |
cloudflare-mcp-pro
Claim
The most complete Cloudflare MCP — 69 tools over the REST API v4 (DNS, Zones, W…
|
— | ||||||||
| 58584 |
A remote MCP server that exposes Gemini image generation/editing as a custom co…
|
— | ||||||||
| 58585 |
DarkLens MCP Server
Claim
Enables AI agents to detect, classify, explain, and ethically redesign dark pat…
|
— | ||||||||
| 58586 |
FileSystem MCP Server
Claim
Enables advanced file system operations such as file read/write, directory mana…
|
— | ||||||||
| 58587 |
Digital Experience Monitoring. Get insight on critical application performance …
|
— | ||||||||
| 58588 |
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
|
— | ||||||||
| 58589 |
nexus-exchange-mcp
Claim
An MCP server that exposes the Nexus Exchange API as tools an AI agent can call…
|
— | ||||||||
| 58590 |
cloud-pathfinder
Claim
IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/…
|
— | ||||||||
| 58591 |
Happy MCP Server
Claim
A metadata-driven MCP server that auto-generates 480+ tools across 160+ Service…
|
— | ||||||||
| 58592 |
Relational-readiness and market-permission tools for African and high-context m…
|
— | ||||||||
| 58593 |
paraglide-mcp
Claim
Enables translation of i18n messages in Paraglide JS projects by serving small …
|
— | ||||||||
| 58594 |
GitLab MCP Server
Claim
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
|
— | ||||||||
| 58595 |
framebench
Claim
Estimated game fps for any GPU or Apple Silicon chip, with the limiter and twea…
|
— | ||||||||
| 58596 |
clify
Claim
Verified websites as JSON commands for AI agents over plain curl or MCP.
|
— | ||||||||
| 58597 |
SSOJet MCP Server
Claim
An MCP server that authenticates users via SSOJet and provides tools such as ad…
|
— | ||||||||
| 58598 |
Aster MCP Server
Claim
An MCP server for Aster Futures and Spot APIs, enabling AI agents to query mark…
|
— | ||||||||
| 58599 |
mcp-video
Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
|
— | ||||||||
| 58600 |
Enables users to search and read verbatim passages from Terry Bouricius's book …
|
— | ||||||||