MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 4 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63901 |
personal-mcp-server
Claim
MCP server providing IP address lookup capabilities. Enables AI assistants to f…
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| 63902 |
nano-vm-mcp
Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
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| 63903 |
MCP Greeting Server
Claim
Provides time-aware greetings in multiple languages and timezones, with persona…
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| 63904 |
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
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| 63905 |
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
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| 63906 |
News API MCP Server
Claim
Enables AI assistants to search news articles, get top headlines, and browse so…
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| 63907 |
wolt-mcp
Claim
A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
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| 63908 |
documentation-assistant
Claim
Automatically analyzes Python codebases and generates professional documentatio…
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| 63909 |
sutra
Claim
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| 63910 |
Shopify Insights MCP
Claim
Enables Shopify store owners to get actionable business insights such as sales …
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| 63911 |
SKP mcp
Claim
SkinKnowledgeBase provides source-backed skincare question answering and produc…
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| 63912 |
domain-checker
Claim
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| 63913 |
db-tools-mcp
Claim
Exposes SQL Server and Snowflake schema metadata to AI coding agents, enabling …
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| 63914 |
YakusokuKeeper
Claim
A rule-based MCP server that automatically applies configured rules at specifie…
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| 63915 |
UAP Pulse
Claim
Search and map declassified Pentagon UAP/UFO files from the PURSUE release.
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| 63916 |
fatsecret-mcp-server
Claim
Enables searching and retrieving nutrition data, recipes, and managing food dia…
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| 63917 |
Fetch Http
Claim
Enables fetching HTTP resources through the MCP protocol.
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| 63918 |
Harness Research MCP
Claim
Enables AI agents to perform professional-grade deep research by aggregating re…
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| 63919 |
stessa-mcp
Claim
MCP server for Stessa rental-property accounting platform, enabling AI agents t…
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| 63920 |
OTRS MCP Server
Claim
Enables AI assistants to create, search, and manage OTRS tickets and configurat…
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| 63921 |
Happy MCP Server
Claim
A metadata-driven MCP server that auto-generates 480+ tools across 160+ Service…
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| 63922 |
MCP Learning Server
Claim
A learning-focused MCP server that provides tools for current time, arithmetic,…
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| 63923 |
Tollmint
Claim
Per-call data for agents: graded behavioural science, dark-pattern detection, w…
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| 63924 |
biliscribe
Claim
Extracts and formats Bilibili video content into structured text, optimized for…
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| 63925 |
Dual Registry
Claim
Free dual MCP+agent registry. Probe Live, free demo, Kernel/Loop. Self-list + d…
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| 63926 |
aifirst
Claim
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| 63927 |
Obsidian MCP Server
Claim
Enables AI assistants to search, create, and manage notes in an Obsidian vault …
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| 63928 |
Timeline Pulse
Claim
Source-aware archive for timeline-shift folklore, Mandela Effect reports and co…
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| 63929 |
medplum-mcp
Claim
Provides access to Medplum FHIR healthcare data, enabling Claude and other MCP …
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| 63930 |
Qdrant Search MCP
Claim
An MCP server for semantic code search using Qdrant vector database, enabling n…
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| 63931 |
App Store Connect MCP
Claim
Enables AI agents to manage Apple App Store Connect through the official API, i…
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| 63932 |
mcp-jira-confluence-corp
Claim
A Model Context Protocol server for Atlassian Jira and Confluence that bypasses…
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| 63933 |
Playwright Pool
Claim
MCP server for browser automation with shared authentication and built-in UI au…
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| 63934 |
Weather
Claim
Get up-to-date forecasts and US severe weather alerts. Check conditions for any…
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| 63935 |
mcp
Claim
VayaPin MCP: pin resolution + Google Maps geocoding/places + AfterShip tracking…
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| 63936 |
Enables AI assistants to discover and invoke KakaoCloud OpenAPI endpoints for m…
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| 63937 |
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
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| 63938 |
SoloFlow MCP Server
Claim
A Model Context Protocol (MCP) server for project document management with 32 c…
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| 63939 |
Asking Fate MCP Server
Claim
Provides fortune-telling tools including tarot card spreads, Thai horoscope, zo…
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| 63940 |
NEAR Wallet MCP Server
Claim
An MCP server that enables Claude and other AI assistants to interact with NEAR…
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| 63941 |
micrOSMCP
Claim
Standalone TypeScript MCP server for micrOS devices. Enables discovering device…
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| 63942 |
Norric
Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
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| 63943 |
A Chinese-friendly, locally running MCP server for WeChat Mini Program engineer…
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| 63944 |
TestMCP
Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
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| 63945 |
hevy-mcp-server
Claim
Enables AI assistants to interact with the Hevy fitness tracking API for loggin…
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| 63946 |
Congress.gov MCP Server
Claim
Machine-Consumable Proxy server that provides standardized access to the Congre…
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| 63947 |
gitlab-mcp-server
Claim
A read-only MCP server for self-hosted GitLab, enabling listing projects, inspe…
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| 63948 |
SplitwiseMCP
Claim
A local MCP server that enables AI clients like Codex, Claude Code, and Claude …
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| 63949 |
Web Reader
Claim
Converts web pages to Markdown for MCP clients like Claude, with support for si…
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| 63950 |
An autonomous AI operations hub for enterprise e-commerce that uses a decentral…
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