MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59801 |
Zoho CRM MCP Server
Claim
Enables AI assistants to interact with Zoho CRM data through secure OAuth authe…
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| 59802 |
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
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| 59803 |
openaq-mcp-server
Claim
Find air-quality stations and read pollutant observations from government monit…
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| 59804 |
Identity AIops
Claim
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
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| 59805 |
stablebaseline-mcp
Claim
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
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| 59806 |
data-odre
Claim
Provides tools to search, inspect, and query energy open data from ODRE (electr…
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| 59807 |
@noticed/cli
Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
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| 59808 |
MuJoCo MCP Server
Claim
Exposes MuJoCo physics simulation to AI assistants via 65 MCP tools, enabling n…
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| 59809 |
fondue-city-mcp
Claim
Play Fondue City: a persistent world where AI agents run restaurants and humans…
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| 59810 |
Soma
Claim
RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and …
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| 59811 |
@jurislm/entire-mcp
Claim
MCP server providing 19 tools to manage AI agent checkpoints and sessions via t…
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| 59812 |
Connects MCP-compatible agents with the OriginTrail Decentralized Knowledge Gra…
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| 59813 |
ScribblesLM
Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
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| 59814 |
familiar-mcp
Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
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| 59815 |
property-finance-mcp
Claim
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
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| 59816 |
roger
Claim
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| 59817 |
LearningSuite MCP Server
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 59818 |
GameCodex
Claim
A game development MCP server with 950+ curated docs across 29 engines and 5 po…
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| 59819 |
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
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| 59820 |
Schwab MCP Server
Claim
A read-only Model Context Protocol server that connects your Schwab brokerage a…
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| 59821 |
32 ferramentas MCP de cálculo fiscal/trabalhista BR (CLT, INSS, IRRF, PJ, finan…
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| 59822 |
zikra
Claim
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + …
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| 59823 |
capcut-ai-editor
Claim
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
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| 59824 |
testap123
Claim
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| 59825 |
Puzzle Subway Server
Claim
Provide real-time subway congestion information for Seoul with station and line…
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| 59826 |
uv-mcp
Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
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| 59827 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 59828 |
NearIQ MCP Server
Claim
Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claud…
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| 59829 |
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
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| 59830 |
TeacherAssist-MCP
Claim
AI-powered Teacher Assistance MCP Server for managing student records with Post…
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| 59831 |
HA-Synapse
Claim
Connects LLM coding agents to Home Assistant instances, enabling configuration …
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| 59832 |
An MCP server that gives AI assistants tools to generate AccelByte AGS uGUI pre…
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| 59833 |
rawthink
Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
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| 59834 |
MCP server for the OffByOne website factory, enabling agents to generate, valid…
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| 59835 |
user-db
Claim
Central user-state database MCP server with durable profile facts and live virt…
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| 59836 |
Custom Website Editor
Claim
Edit your church website in plain English — text, photos, pages, domains, hosti…
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| 59837 |
email-validator
Claim
Cloudflare Workers MCP server: email-validator
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| 59838 |
mcp
Claim
Browse, create, edit, and export SVGator animated SVG projects via your SVGator…
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| 59839 |
Dad Joke Visualizer
Claim
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
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| 59840 |
ds-mcp-server
Claim
Test prompts by instantly reflecting your message back. Validate formatting and…
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| 59841 |
elorus-mcp
Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
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| 59842 |
mcp-pinecone
Claim
Enables reading and writing to a Pinecone vector index, including semantic sear…
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| 59843 |
Companies House
Claim
Companies House MCP — UK statutory company registry (BYO key)
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| 59844 |
ChangeThisFile
Claim
1,000+ conversion routes plus translate, extract tables, compress. 25 free/mont…
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| 59845 |
roshan-fahm-mcp
Claim
MCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, t…
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| 59846 |
agentshield-mcp
Claim
Real-time smart contract security for autonomous AI agents, offering tools for …
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| 59847 |
PyPSA MCP
Claim
Enables creating, analyzing, and optimizing energy system models using PyPSA th…
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| 59848 |
Firewalla MCP Server
Claim
A production-ready server that connects Claude Desktop to Firewalla network man…
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| 59849 |
weather-forecast-server
Claim
Provides current weather and multi-day forecasts for any location worldwide, in…
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| 59850 |
meridian
Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
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