MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47501 |
Give AI agents autonomous virtual card management via x402 and Stellar USDC
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| 47502 |
mcp-hetzner
Claim
Enables conversational management of Hetzner Cloud, DNS, and Storage Box infras…
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| 47503 |
text-transformer
Claim
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
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| 47504 |
HubSpot MCP Server
Claim
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
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| 47505 |
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
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| 47506 |
Hello
Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
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| 47507 |
aimarket-plugins
Claim
**aimarket-mcp-packager** hub plugin: turn AIMarket capabilities into self-host…
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| 47508 |
memex
Claim
Local MCP memory for coding agents. SQLite on your machine — preferences persis…
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| 47509 |
census-mcp-server
Claim
Query U.S. Census Bureau data, variables, and geography via MCP.
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| 47510 |
Antalpha-MCP
Claim
Helping AI better understand, route, and execute Web3. End-to-end security, tra…
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| 47511 |
fetch
Claim
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| 47512 |
nmdc-mcp
Claim
A fastmcp-based tool for writing prompts against data in the NMDC database.
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| 47513 |
aw4eqwsd
Claim
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| 47514 |
squire
Claim
Remote runtimes for validation and offload jobs.
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| 47515 |
Ares DevOps MCP Server
Claim
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
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| 47516 |
pgsql-mcp-server
Claim
Enables interaction with PostgreSQL databases through MCP, supporting queries, …
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| 47517 |
Airflow MCP
Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
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| 47518 |
MCP server for Appium mobile automation on iOS and Android devices with test cr…
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| 47519 |
x-mcp-server
Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
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| 47520 |
clarvia
Claim
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
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| 47521 |
darkd-skills
Claim
Four specialized AI agent skills: Integral Hermeneutics (8-lens text interpreta…
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| 47522 |
knowledge-graph-mcp
Claim
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| 47523 |
FOAAS MCP Server
Claim
A Docker-based MCP server that exposes humorous and explicit FOAAS operations f…
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| 47524 |
bricks-use
Claim
MCP server for executing Databricks SQL queries and comparing table data, suppo…
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| 47525 |
Infinigen MCP Server
Claim
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
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| 47526 |
Three translation options per phrase, casual to formal, with register context a…
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| 47527 |
An MCP server that enables a Gemini-based chatbot to fetch and summarize curren…
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| 47528 |
Hive Ledger Bridge
Claim
Hive MCP server implementing the EIP-712 over USB/DMK ledger-bridge integration…
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| 47529 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 47530 |
unfragile
Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
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| 47531 |
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and…
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| 47532 |
S2T Accelerators
Claim
Enterprise-grade MCP tools for AWS infrastructure, security compliance, AI work…
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| 47533 |
MCP server for golang projects development: Expand AI Code Agent ability bounda…
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| 47534 |
tbro-mcp
Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
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| 47535 |
Debug MCP Server
Claim
Enables AI-powered debugging through structured logging with pattern recognitio…
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| 47536 |
LSD MCP Template
Claim
Template for serving FastMCP servers over Streamable HTTP within a LangGraph Se…
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| 47537 |
CTF MCP Server
Claim
Exposes common CTF and cybersecurity tools (crypto, forensics, malware analysis…
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| 47538 |
mcp
Claim
Search websites by source code, technology stack, analyze domains, and download…
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| 47539 |
ttt-mcp
Claim
Exposes tic-tac-toe game tools (new_game, get_state, make_move) for Claude to p…
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| 47540 |
An MCP server that enables Claude to create and manage TestRail test cases dire…
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| 47541 |
patchwork-deepmind
Claim
MCP server for the Behringer DeepMind 12 synthesizer. Gives AI agents real-time…
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| 47542 |
mcp-aws-cost-anomaly
Claim
AWS Cost Explorer + Anomaly Detection exposed as MCP tools. Surface unusual spe…
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| 47543 |
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
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| 47544 |
Solutions journalism podcast (FR): ecology, climate, society. Search, transcrip…
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| 47545 |
brasil-data-mcp
Claim
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks …
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| 47546 |
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
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| 47547 |
AI MCP System
Claim
An MCP-compatible RAG backend using LangGraph and FastAPI, enabling chaining of…
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| 47548 |
astro
Claim
Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
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| 47549 |
OHM MCP
Claim
Provides comprehensive Python code refactoring capabilities including AST-based…
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| 47550 |
NoctisAI
Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
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