MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32851 |
fastpanel-mcp
Claim
Enables natural language management of FastPanel 2 servers, including creating …
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| 32852 |
mcp-httpstatus
Claim
Enables looking up HTTP status codes (100-599) with reason phrases, categories,…
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| 32853 |
Symbols Awakening MCP
Claim
A symbolic reasoning engine that enables symbolic ontology operations through a…
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| 32854 |
chatterboxio-mcp-server
Claim
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
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| 32855 |
Read-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA…
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| 32856 |
Freento MCP is a native Magento 2 extension that implements the Model Context P…
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| 32857 |
Enables multi-agent research with web search and analysis, accessible via VS Co…
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| 32858 |
mcp-server-hello
Claim
MCP server providing tools for addition, current time, config index updates, a …
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| 32859 |
codex-buddy-for-claude
Claim
Enables Claude Code to leverage OpenAI models for expert code review, deep arch…
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| 32860 |
mcp-chart
Claim
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| 32861 |
Provides AI assistants like Claude or Cursor with access to Payman AI's documen…
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| 32862 |
remindctl-mcp
Claim
MCP server for Apple Reminders, enabling management of reminders and lists via …
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| 32863 |
vmware-pilot
Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
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| 32864 |
asdf
Claim
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| 32865 |
Provides access to USPTO enriched citation and office action citation APIs with…
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| 32866 |
PSX MCP
Claim
Enables querying Pakistan Stock Exchange data including market summaries, stock…
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| 32867 |
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
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| 32868 |
amap-maps-mcp
Claim
Provides access to Amap (高德地图) web services including geocoding, POI search, an…
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| 32869 |
pydoll-mcp
Claim
Enables browser automation with zero-webdriver, supporting tab management, elem…
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| 32870 |
Earl
Claim
Enables AI agents to safely interact with external services (HTTP, GraphQL, gRP…
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| 32871 |
The Trench MCP Server
Claim
MCP server for controlling satellite ground station operations in the Trench si…
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| 32872 |
wyoloservice2_mcp
Claim
Enables AI agents to connect to the NeuralForgeAI cluster for inspecting and co…
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| 32873 |
Whaber Oracle
Claim
Ground truth operational layer for urban transfers in LatAm.
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| 32874 |
beads-viz
Claim
A read-only task graph visualizer for Beads projects, running as an MCP server …
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| 32875 |
Access high quality transcripts for podcasts. Updated in real-time as new episo…
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| 32876 |
gcal-mcp
Claim
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| 32877 |
clawboard-mcp-server
Claim
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
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| 32878 |
An MCP server for weather information.
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| 32879 |
MCP Solana Internet
Claim
Enables direct SOL payments for content access by integrating MCP with the Sola…
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| 32880 |
devcontainer-mcp
Claim
A minimal MCP server that exposes a single bash tool to execute commands inside…
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| 32881 |
Job Outreach MCP Server
Claim
Automates job outreach by finding companies, discovering contacts, generating p…
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| 32882 |
A Model Context Protocol server implementation for Autodesk Construction Cloud …
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| 32883 |
test
Claim
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| 32884 |
svg-generator-mcp
Claim
Generates SVGs from text prompts and converts raster images to SVG using the Qu…
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| 32885 |
HoudiniMCP
Claim
Connects Claude AI to Houdini through the Model Context Protocol, enabling dire…
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| 32886 |
sfgraph
Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
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| 32887 |
act-mcp
Claim
Exposes tools to list, run, and inspect GitHub Actions workflows locally via ac…
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| 32888 |
NavisworksMCP
Claim
Enables AI platforms to control Autodesk Navisworks via natural language, suppo…
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| 32889 |
Cocos Creator MCP Server
Claim
Enables AI assistants to interact with the Cocos Creator 3.8+ editor through st…
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| 32890 |
llm-backlog
Claim
MCP server for managing a project backlog as Markdown files in Git, enabling AI…
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| 32891 |
AgentAudit
Claim
Enables AI agents to scan MCP servers and AI packages for vulnerabilities, prom…
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| 32892 |
cinii-mcp
Claim
Enables querying Japan's national academic database, CiNii Research, for articl…
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| 32893 |
DX12 Engine MCP Server
Claim
Enables AI agents to control the DX12 Engine editor for game development, inclu…
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| 32894 |
yahoofinance-mcp
Claim
TS version of yahoo finance mcp.
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| 32895 |
ai-bridge
Claim
Enables terminal AI coding assistants to interact with web AI chat services thr…
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| 32896 |
DuckDuckGo MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools for…
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| 32897 |
Kubernetes MCP Server
Claim
An MCP server for generating Kubernetes manifests (deployments, services, confi…
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| 32898 |
tldraw-mcp
Claim
Enables reading, writing, and validating .tldr files for tldraw, a headless imp…
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| 32899 |
OCI MCP Server
Claim
An MCP server that exposes Oracle Cloud Infrastructure (OCI) control plane to L…
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| 32900 |
printify-mcp
Claim
Connect Printify to Claude to create, update, and publish print-on-demand produ…
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