MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19901 |
AI agent service marketplace — browse, purchase, and manage services via x402/U…
|
B 77 3⁄3 | ||||||||
| 19902 |
Fused crypto trading signals — sentiment, macro regime, and market structure in…
|
B 77 3⁄3 | ||||||||
| 19903 |
MCP server for managing LunchMoney personal finances: transactions, budgets, ca…
|
B 77 4⁄3 | ||||||||
| 19904 |
Spatial DOM maps for AI agent browser navigation with anti-bot stealth.
|
B 77 3⁄3 | ||||||||
| 19905 |
claude-video-vision
Claim
Give Claude the ability to watch and understand videos — Claude Code plugin wit…
|
B 77 3⁄3 | ||||||||
| 19906 |
A secure MCP server that wraps the Google Gemini CLI, allowing clients to query…
|
B 77 3⁄3 | ||||||||
| 19907 |
Living typed knowledge graph for software projects, exposed over MCP so coding …
|
B 77 3⁄3 | ||||||||
| 19908 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
B 77 4⁄3 | ||||||||
| 19909 |
blitz
Claim
Give AI agents full control over iOS/macOS development via a native macOS app w…
|
B 77 3⁄3 | ||||||||
| 19910 |
Enables multi-agent cognitive processing for complex tasks using a pipeline of …
|
B 77 3⁄3 | ||||||||
| 19911 |
B2B lead generation MCP server - 20+ scrapers, email finder, skip trace, and mo…
|
B 77 4⁄3 | ||||||||
| 19912 |
ijfw
Claim
One install. Shared memory, smart routing, disciplined workflow, multi-AI audit…
|
B 77 3⁄3 | ||||||||
| 19913 |
archestra
Claim
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
|
B 77 4⁄3 | ||||||||
| 19914 |
Every smart contract deserves intelligence, not just data. On-chain indicators …
|
B 77 3⁄3 | ||||||||
| 19915 |
MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more …
|
B 77 3⁄3 | ||||||||
| 19916 |
Gemini-Imagen4
Claim
Generate high-quality images from text descriptions using Google's Imagen 4.0 m…
|
B 77 4⁄3 | ||||||||
| 19917 |
MCP server for Google Drive, Docs, Sheets, Slides, Calendar, Gmail, and Contacts
|
B 77 4⁄3 | ||||||||
| 19918 |
MCP server exposing all Shodan API functionality
|
B 77 3⁄3 | ||||||||
| 19919 |
Sunsama MCP Server
Claim
Enables AI assistants to manage tasks in Sunsama, including creating tasks, rea…
|
B 77 4⁄4 | ||||||||
| 19920 |
Enables Claude to directly create and publish posts on Velog through reverse-en…
|
B 77 3⁄3 | ||||||||
| 19921 |
AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact respons…
|
B 77 4⁄3 | ||||||||
| 19922 |
Financial data for AI agents: SEC filings, price history, insider trades, and m…
|
B 77 3⁄3 | ||||||||
| 19923 |
MCP server exposing Capstone 5.0.7 disassembly framework
|
B 77 3⁄3 | ||||||||
| 19924 |
aibvf-mcp
Claim
Score AI initiatives (Accelerate/Fix/Stop), model EUR value, validate portfolio…
|
B 77 3⁄3 | ||||||||
| 19925 |
OTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin
|
B 77 3⁄3 | ||||||||
| 19926 |
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural…
|
B 77 3⁄3 | ||||||||
| 19927 |
Contentful
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
|
B 77 4⁄4 | ||||||||
| 19928 |
Enables autonomous web automation through Playwright browser control integrated…
|
B 77 3⁄3 | ||||||||
| 19929 |
Local AES-256-GCM vault for AI agents. Secrets stay local, LLMs never see real …
|
B 77 3⁄3 | ||||||||
| 19930 |
Burn $ASH to mint on-chain NFTs on Ethereum. No browser. Two agent tool calls.
|
B 77 3⁄3 | ||||||||
| 19931 |
Local MCP server for iOS Simulator and macOS app automation with a native Swift…
|
B 77 4⁄3 | ||||||||
| 19932 |
An implementation of the Model Context Protocol that connects AI agents to Kaka…
|
B 77 4⁄3 | ||||||||
| 19933 |
|
B 77 4⁄3 | ||||||||
| 19934 |
A Node.js/TypeScript Model Context Protocol (MCP) server for Atlassian Bitbucke…
|
B 77 4⁄3 | ||||||||
| 19935 |
MCP server providing AI assistants with full control of Neovim instances via ms…
|
B 77 3⁄3 | ||||||||
| 19936 |
Provides programmatic access to Marqeta's DiVA API for retrieving aggregated fi…
|
B 77 4⁄4 | ||||||||
| 19937 |
A comprehensive Model Context Protocol (MCP) server suite that enables AI codin…
|
B 77 4⁄3 | ||||||||
| 19938 | B 77 3⁄3 | |||||||||
| 19939 |
Access your SimBrief flight plans. 14 tools covering flight summary, weather (M…
|
B 77 3⁄3 | ||||||||
| 19940 |
Provides a non-custodial USDC wallet on Base for AI agents, with human-in-the-l…
|
B 77 3⁄3 | ||||||||
| 19941 |
Manage test cases in TestCollab directly from your AI coding assistant. List, c…
|
B 77 4⁄4 | ||||||||
| 19942 |
MCP server that exposes Pyright language server functionality
|
B 76 3⁄3 | ||||||||
| 19943 |
uml-mcp
Claim
UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Pro…
|
B 76 4⁄3 | ||||||||
| 19944 |
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
|
B 76 3⁄3 | ||||||||
| 19945 |
MCP server for Alembica validation, extraction, cost estimation, and schema que…
|
B 76 3⁄3 | ||||||||
| 19946 |
150+ SAP HANA database tools as MCP tools for AI assistants
|
B 76 3⁄3 | ||||||||
| 19947 |
bnbchain-mcp
|
B 76 4⁄4 | ||||||||
| 19948 |
Enables AI assistants to control Commodore 64 Ultimate hardware via REST API, s…
|
B 76 4⁄4 | ||||||||
| 19949 |
AI agent identity, permissions, trust scores, and tamper-evident audit trails v…
|
B 76 3⁄3 | ||||||||
| 19950 |
Calendar MCP
Claim
Production-grade Model Context Protocol server for Google Calendar with compreh…
|
B 76 4⁄3 | ||||||||
