MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 3 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68051 |
Jangada Docs MCP
Claim
Enables AI assistants to access the complete documentation of the jangada libra…
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| 68052 |
Log Insight MCP Server
Claim
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
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| 68053 |
fmod-studio-mcp
Claim
An MCP server that drives FMOD Studio live through its scripting terminal, expo…
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| 68054 |
Enables AI assistants to manage project analysis, code metrics, documentation, …
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| 68055 |
mcp
Claim
Manage uptime monitors, incidents and status pages from any MCP client.
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| 68056 |
Motion MCP Server
Claim
Enables managing tasks, projects, schedules, users, comments, and more in Motio…
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| 68057 |
a-stock-data-mcp
Claim
MCP server adapter that exposes A-share stock data tools, prompts, and resource…
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| 68058 |
toss-securities-mcp
Claim
Self-hosted MCP server that wraps the Toss Securities Open API, enabling natura…
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| 68059 |
Progi
Claim
Workflow engine that teaches your agent how YOU like to get things done. So you…
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| 68060 |
Enables AI-assisted clan analysis for Clash of Clans by reading official API da…
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| 68061 |
mcpwrap
Claim
MCP server that wraps any REST API with an OpenAPI spec, dynamically creating M…
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| 68062 |
clockify-mcp
Claim
MCP server for Clockify time tracking, enabling CRUD operations on workspaces, …
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| 68063 |
Dongtori MCP Server
Claim
Searches for children's programs at public facilities like libraries and cultur…
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| 68064 |
MCP File Tools Server
Claim
Provides file system operations (read, search, list) and time queries, enabling…
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| 68065 |
AgentRamp
Claim
Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code…
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| 68066 |
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
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| 68067 |
smithery
Claim
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| 68068 |
Thailand NSO MCP Server
Claim
Enables natural language discovery, querying, and analysis of Thailand's offici…
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| 68069 |
StatTools
Claim
MCP server that lets AI agents discover and call R and Python statistical funct…
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| 68070 |
ZAP MCP Proxy
Claim
A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Proto…
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| 68071 |
bigquery-mcp-server
Claim
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| 68072 |
solagent-mcp
Claim
Enables AI agents to interact with the Solana blockchain through MCP, supportin…
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| 68073 |
Konnect
Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
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| 68074 |
Jokes MCP Server
Claim
Deploys a joke-telling MCP server on Azure and integrates it with Microsoft Cop…
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| 68075 |
BOSH MCP Server
Claim
Enables managing BOSH deployments via natural language by providing tools to lo…
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| 68076 |
freee会計 MCP Server
Claim
Enables AI assistants to access and manage accounting data through the freee ac…
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| 68077 |
weflow-mcp
Claim
Enables to access and manage WeChat data (sessions, contacts, Moments) through …
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| 68078 |
LANraragi MCP Server
Claim
Wraps all LANraragi APIs into 51 MCP tools, enabling AI agents to browse, searc…
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| 68079 |
drop
Claim
Publishes HTML pages straight from your AI assistant to a shareable URL, then l…
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| 68080 |
Colors MCP Server
Claim
A simple color utility MCP server for frontend developers. Convert, mix, adjust…
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| 68081 |
Wasapi MCP Server
Claim
Enables managing WhatsApp Business accounts through natural language, including…
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| 68082 |
sparkpost-mcp
Claim
Enables sending transactional emails, managing templates, suppression lists, se…
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| 68083 |
teamspeak3-mcp
Claim
Let AI models manage your TeamSpeak 3 server through the Model Context Protocol.
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| 68084 |
Clarigrid
Claim
Read-only electricity, gas, and weather data with structured provenance and uni…
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| 68085 |
Geztio Platform
Claim
Construction cost & project management: APU analysis, budgets, price lists, sit…
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| 68086 |
personal-knowledge
Claim
A portable, AI-agnostic second brain that stores typed memories with semantic r…
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| 68087 |
mcp-garmin
Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
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| 68088 |
wd-mycloud-mcp
Claim
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
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| 68089 |
Serena MCP Server
Claim
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
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| 68090 |
wrg-sigma-rules
Claim
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
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| 68091 |
MemCell
Claim
Living memory for AI coding agents: recall before acting, report outcomes so co…
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| 68092 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 68093 |
qwen-memory-agent
Claim
MCP-native persistent-memory agent that remembers user preferences across sessi…
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| 68094 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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| 68095 |
mcp-arcgis-novi
Claim
MCP server for querying City of Novi, Michigan open geospatial data (ArcGIS), e…
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| 68096 |
MCP Memory Server
Claim
An MCP server that gives Claude persistent memory by storing conversation conte…
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| 68097 |
mcp-run-isolated-python
Claim
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
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| 68098 |
portkey-admin-mcp
Claim
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
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| 68099 |
pns-server MCP Server
Claim
Enables natural language conversion of production and queueing systems into Pet…
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| 68100 |
@mempalace/mcp-dev
Claim
Enables AI coding assistants to access grounded, branch-scoped codebase context…
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