MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37701 |
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
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| 37702 |
levea-mcp-server
Claim
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key…
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| 37703 |
one-shot-ui
Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
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| 37704 |
@prismicio/mcp-server
Claim
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
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| 37705 |
MCP Shell Server
Claim
A secure MCP server for shell operations, terminal management, and process cont…
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| 37706 |
mcp-server-mattermost
Claim
Lets AI assistants read, search, and post messages in Mattermost channels, mana…
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| 37707 |
zeek-mcp
Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
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| 37708 |
CutterMCP-plus
Claim
Enables LLMs to automate reverse engineering tasks using Cutter, including func…
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| 37709 |
dm-mcp
Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
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| 37710 |
codexlens
Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
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| 37711 |
Enables AI to save, organize, search, and synthesize research materials using a…
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| 37712 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
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| 37713 |
FortiOS 7.6.x MCP Server
Claim
A complete MCP server for Fortinet FortiOS 7.6.x that exposes the entire REST A…
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| 37714 |
openevidence-mcp
Claim
Connects OpenEvidence to MCP clients for authenticated research queries using y…
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| 37715 |
AllNewsAPI MCP
Claim
Enables LLMs to search for news articles, get top headlines, and access compreh…
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| 37716 |
Enables an LLM to author, validate, and test Wirefilter WAF and Smart Firewall …
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| 37717 |
mcp-codemap
Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
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| 37718 |
Interactive programming teacher using Scrimba's methodology for 10x retention
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| 37719 |
whois-mcp-server
Claim
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
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| 37720 |
Provides a foundation for building MCP servers that expose UI component registr…
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| 37721 |
Cloudflare Workers MCP server: api-schema-drift-detector
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| 37722 |
n8n MCP Server
Claim
Allows AI clients to list, inspect, and manage n8n workflows.
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| 37723 |
devops-mcp
Claim
Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
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| 37724 |
snow-mcp
Claim
A comprehensive MCP server for ServiceNow that provides over 60 pre-built tools…
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| 37725 | — | |||||||||
| 37726 |
CountryCallingCodes
Claim
Read-only MCP server and JSON API for international country calling codes, ISO …
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| 37727 |
CSS MCP Server
Claim
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
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| 37728 |
apollo-io-mcp
Claim
MCP server for Apollo.io B2B database enabling people and company search, enric…
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| 37729 |
investbuddy
Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
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| 37730 |
kanka-mcp
Claim
Enables MCP-compatible agents to authenticate to a Kanka account and interact w…
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| 37731 |
img-convert MCP Server
Claim
Provides AI agents with tools to convert images between formats and inspect ima…
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| 37732 |
Local Brain MCP
Claim
A local MCP server for AI assistants to store and retrieve personal memories on…
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| 37733 |
excalidraw-mcp
Claim
Enables AI agents to create and manipulate live visual diagrams on an Excalidra…
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| 37734 |
Polars Docs MCP
Claim
A FastMCP tool to search and retrieve Polars API documentation with support for…
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| 37735 |
coros-training-mcp
Claim
Running-first MCP server for COROS that allows authoring, editing, and scheduli…
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| 37736 |
mcp-n8n
Claim
MCP server for n8n workflow automation, enabling management of workflows, execu…
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| 37737 |
FS-MCP
Claim
Provides Claude with complete file system integration including directory manag…
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| 37738 |
ClipACanvas
Claim
Render HTML/CSS/JS/SVG animations into high-quality MP4 videos. Exposes render …
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| 37739 |
Obsidian MCP Extended
Claim
A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…
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| 37740 |
mcp-graphql-tools
Claim
Enables AI assistants to execute GraphQL queries and retrieve schema informatio…
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| 37741 |
Look up how engineers actually pronounce project / product / jargon names (kube…
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| 37742 |
Nexus Finance
Claim
AI workbench for financial contract analysis, risk analytics (VaR/CVaR, RWA Bas…
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| 37743 |
fitbitmcp
Claim
Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and …
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| 37744 |
MCP server for high-fidelity code audits, refactoring, and architectural analys…
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| 37745 |
Agent with a wallet? This place is built for you. Digital experiences made of w…
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| 37746 |
cyanheads-mcp-server
Claim
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
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| 37747 |
SMU Schedule MCP Server
Claim
Enables management and querying of Sangmyung University schedules, meal plans, …
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| 37748 |
garminmcp
Claim
Privacy-first unofficial Garmin Connect MCP for AI health, sleep, activity & re…
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| 37749 |
MCP-Claude
Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
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| 37750 |
ouramcp
Claim
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
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