MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39201 |
deepseek-as-subagent
Claim
Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI. DeepSeek gets …
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| 39202 |
narwhal
Claim
TUI database client with a built-in MCP server. Five databases (postgres, mysql…
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| 39203 |
Enables reading and writing macOS system defaults and settings through commands…
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| 39204 |
vibecom-growth
Claim
AI growth agent for technical founders. Generate and distribute content from yo…
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| 39205 |
openai-responses-mcp
Claim
Lightweight MCP server using OpenAI Responses API with built-in web search, ena…
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| 39206 |
Kuriflow
Claim
Claude solves problems. Kuriflow makes them repeat. Stop spending AI tokens on …
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| 39207 |
ebenova-fieldops-mcp
Claim
Field operations agent API for task management, geo-tracking, and team coordina…
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| 39208 |
Provides a private, managed instance of the official GitHub MCP server hosted o…
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| 39209 |
A persistent, human-like memory system for AI companions in LM Studio, using SQ…
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| 39210 |
Salesforce MCP Server
Claim
Integrates Claude with Salesforce for natural language interactions with Salesf…
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| 39211 |
linear-mcp
Claim
Enables AI agents to manage Linear issues, projects, teams, and more via the Mo…
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| 39212 |
AI Consultant MCP Server
Claim
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
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| 39213 |
Token-cost telemetry for OpenClaw, queryable from Claude or any MCP-aware agent…
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| 39214 |
mcpscopeconsent-mcp
Claim
Remote MCP for MCP consent scope receipt, structured receipts, audit logs, and …
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| 39215 |
nimble-js-mcp
Claim
Enables AI assistants to interact with the Nimble REST API, allowing them to ex…
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| 39216 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 39217 |
mk-plan-master
Claim
MCP server bridging product ideas to prioritized roadmaps + spec drafts. Hands …
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| 39218 |
MCP DSFR
Claim
Generates, validates, and audits French government DSFR components with RGAA 4.…
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| 39219 |
A universal MCP server that enables AI agents to securely manage PostgreSQL dat…
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| 39220 |
RongCloud MCP Server
Claim
Enables AI assistants to manage RongCloud instant messaging services, including…
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| 39221 |
leak-secure-mcp
Claim
Enterprise-grade MCP (Model Context Protocol) server for detecting secrets and …
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| 39222 |
Velociraptor MCP
Claim
A proof-of-concept MCP bridge that exposes Velociraptor's forensic triage tools…
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| 39223 |
Blackjack MCP Server
Claim
Provides an interactive blackjack game with standard rules via MCP tools and a …
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| 39224 |
guhhan4678
Claim
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| 39225 |
cloud-command
Claim
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
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| 39226 |
of-mcp
Claim
Provides MCP tools to search, retrieve, and answer questions from the public Op…
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| 39227 |
temporal-mcp
Claim
Provides AI agents with read-only access to Temporal infrastructure through 28 …
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| 39228 |
mockit-mcp
Claim
Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. …
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| 39229 |
gmail-mcp7
Claim
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| 39230 |
crosstabs-mcp
Claim
Statistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect s…
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| 39231 |
pyautogui_mcp_server
Claim
Enables GUI automation by executing Python code with instrumented pyautogui, pr…
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| 39232 |
mcp-sefaria-server
Claim
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| 39233 |
anchain-data-mcp
Claim
Enables AI assistants to access AnChain.AI blockchain intelligence APIs for ris…
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| 39234 |
ai-ops-mcp
Claim
ai-ops-mcp MCP server by MEOK AI Labs
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| 39235 |
EdgeOne MCP Pusher
Claim
Free self-hosted WeChat push notification service with a standard MCP Server, e…
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| 39236 |
Soulseek MCP Server
Claim
Enables Claude to search and download music files from the Soulseek peer-to-pee…
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| 39237 |
mermaid-mcp-server
Claim
A lightweight MCP server that provides real-time Mermaid diagram syntax validat…
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| 39238 |
pymdu
Claim
Enables Claude Desktop or Gemini CLI to communicate with PyMDU, allowing analys…
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| 39239 |
edamcp
Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
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| 39240 |
zikra
Claim
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + …
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| 39241 |
MCP Playlist Generator
Claim
Generates .m3u playlists on the user's PC based on their current mood or theme,…
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| 39242 |
Multi-MCP Server
Claim
A distributed MCP server architecture with a master aggregator that orchestrate…
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| 39243 |
firebase-mcp
Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
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| 39244 |
Nocodb MCP Server
Claim
Provides CRUD operations (Create, Read, Update, Delete) for Nocodb tables throu…
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| 39245 |
Structured observability for AI agents. Trace steps, decisions, and errors. MCP…
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| 39246 |
MCP Gateway
Claim
A Home Assistant custom integration that provides standalone MCP server endpoin…
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| 39247 |
loggly-mcp-server
Claim
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| 39248 |
magic-mcp
Claim
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| 39249 |
plantuml_web
Claim
A web-based PlantUML frontend with MCP server integration, enable plantuml imag…
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| 39250 |
tigergraph-mcp
Claim
Model Context Protocol (MCP) server for TigerGraph that lets AI agents interact…
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