MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43051 |
Lucy — AI Agent for Hire
Claim
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
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| 43052 |
Delia
Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
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| 43053 |
qualitycoach
Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
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| 43054 |
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
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| 43055 |
discord-mcp
Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
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| 43056 |
Modern CLI MCP Server
Claim
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
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| 43057 |
novyx-mcp
Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
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| 43058 |
blofin-mcp
Claim
Provides 40 tools for BloFin cryptocurrency exchange, enabling market data, acc…
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| 43059 |
limex-mcp
Claim
Enables research queries and billing management through the Limex hosted API.
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| 43060 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 43061 |
mcp-database
Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
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| 43062 |
Provides comprehensive development tools for FastMCP projects including documen…
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| 43063 |
MCP Filesystem Python
Claim
A secure MCP server enabling read-only access and file search capabilities with…
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| 43064 |
cyber-si-mcp
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| 43065 |
Confluence MCP Server
Claim
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
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| 43066 |
Swagger MCP
Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
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| 43067 |
mcp-google-sheets
Claim
Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
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| 43068 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 43069 |
finance
Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
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| 43070 |
obot-admin-mcp
Claim
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
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| 43071 |
github-security-mcp
Claim
An MCP server that enables AI agents to perform comprehensive GitHub security a…
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| 43072 |
docker-helper-ai-mcp
Claim
docker-helper-ai-mcp MCP server by MEOK AI Labs
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| 43073 |
qsw-mcp
Claim
Smart Doc MCP Server that enables AI agents to read web pages (with or without …
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| 43074 |
Enables AI educators to provide simple explanations, interactive demonstrations…
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| 43075 |
kevros-mcp
Claim
Governance primitives for autonomous agents — verify actions against policy, re…
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| 43076 |
Provides tools to search stops, get next departures, and retrieve service alert…
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| 43077 |
AgentCore MCP Server
Claim
A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling…
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| 43078 |
gobbler-mcp
Claim
Converts YouTube videos, audio, documents, and web pages to clean markdown with…
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| 43079 |
dbt MCP Server
Claim
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
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| 43080 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
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| 43081 |
AgentCard MCP Server
Claim
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
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| 43082 |
todoist-mcp-server
Claim
A custom MCP server that connects Claude to Todoist using a permanent API token…
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| 43083 |
snowflake-mcp
Claim
Enables AI agents to execute SQL queries and explore Snowflake databases using …
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| 43084 |
finn-mcp
Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
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| 43085 |
safeagent-token-safety
Claim
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
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| 43086 |
mcp-server-bedrock-image
Claim
An MCP server that gives AI agents the ability to generate, edit, and manipulat…
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| 43087 |
Copywriting MCP Server
Claim
Provides 10 validation tools for direct response copywriting, including blind c…
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| 43088 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 43089 |
Ares DevOps MCP Server
Claim
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
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| 43090 |
Synology MCP Server
Claim
Monitor and manage a Synology DSM 7 NAS from any MCP client — and build live da…
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| 43091 |
radio-browser-mcp
Claim
MCP server that enables natural language control of internet radio from Claude …
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| 43092 |
openowl
Claim
An MCP server that gives any AI assistant eyes and hands on your desktop — scre…
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| 43093 |
Elba MCP Server
Claim
Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible…
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| 43094 |
data-gov-sg
Claim
Enables access to Singapore government open data and real-time environment/tran…
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| 43095 |
agentic-vision
Claim
Enables LLMs to autonomously analyze camera images for occupational safety viol…
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| 43096 |
debmatic-mcp
Claim
Integrates HomeMatic smart home devices (via CCU3, RaspberryMatic, or debmatic)…
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| 43097 |
My MCP Server
Claim
A demonstration FastMCP server with FastAPI integration that provides basic ari…
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| 43098 |
LINE Bot MCP Server
Claim
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
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| 43099 |
Open Crawler MCP Server
Claim
Enables web crawling and content extraction from web pages, supporting multiple…
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| 43100 |
MCP Magistrat Civil
Claim
Provides access to French legal databases (Judilibre and Légifrance) and a stru…
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