MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67901 |
localhost_mcp
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| 67902 |
atomic-crm-mcp
Claim
MCP server for Atomic CRM that enables agents to read and write CRM data via SQ…
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| 67903 |
Enables querying and managing the JSONPlaceholder API (posts, users, comments) …
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| 67904 |
yandex-mail-mcp
Claim
MCP server for Yandex Mail that enables reading, searching, sending, and managi…
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| 67905 |
PDF Figures MCP Server
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Extracts figures and tables from PDF documents via a FastAPI service, wrapping …
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| 67906 |
fallclaimpractice-mcp
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MCP server for foldkit that exposes 10 tools and 4 resources for 7-prime spine,…
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| 67907 |
Edge DevTools MCP
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Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
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| 67908 |
infra-mcp
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MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
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| 67909 |
Cellpose MCP Server
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Enables AI assistants to perform cell segmentation through natural language com…
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| 67910 |
matryca-plumber
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local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
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| 67911 |
WEEEK MCP Server
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Enables AI coding agents to read and write WEEEK projects, boards, tasks, and c…
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| 67912 |
mcp-feedback-ultra
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Interactive feedback server for AI-assisted development with Web UI and desktop…
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| 67913 |
Rize.io MCP Server
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Integrates Rize.io's time tracking and productivity analytics with AI assistant…
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| 67914 |
FinaShopping MCP Server
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Enables interaction with Uruguayan financial products including loans, credit c…
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| 67915 |
klipy
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AI CRO for Agencies and MSPs: full automatic CRM; multichannel tracking; draft …
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| 67916 |
Analyze Instagram engagement to extract insights on post comments, compare acco…
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| 67917 |
An MCP server for AI-agent web scraping that enforces robots.txt compliance and…
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| 67918 |
Lets AI assistants analyze and organize local directories by file type, with dr…
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| 67919 |
mcp-server-251215
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| 67920 |
agent-budget
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Budget management and cost tracking MCP server for autonomous agents, enabling …
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| 67921 |
minimax
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| 67922 |
Enables checking domain name availability for .com, .ai, and .net TLDs using WH…
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| 67923 |
Thordata MCP Server
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Enables AI models to scrape and extract data from any website globally using Th…
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| 67924 |
NASA Space Explorer MCP
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Provides real-time NASA data (APOD, asteroids, Mars rover photos, natural event…
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| 67925 |
Fronius MCP Server
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Enables access to Fronius solar inverter data via the MCP protocol, allowing re…
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| 67926 |
mcpify
Claim
Turn any REST API into an MCP server in one command. Point mcpify at an OpenAPI…
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| 67927 |
tsetmc-mcp
Claim
An MCP server that provides live Tehran Stock Exchange data, including quotes, …
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| 67928 |
SchedulesMCP
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Enables comparing ocean carrier sailing schedules, transit times, and on-time r…
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| 67929 |
pinterest-mcp-server
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Enables AI agents to interact with the Pinterest API, allowing management of bo…
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| 67930 |
A simple MCP server that provides basic calculator operations such as add, subt…
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| 67931 |
ios-agent-driver
Claim
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
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| 67932 |
GitLab MCP
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Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
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| 67933 |
SecondBrain MCP Server
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Enables external AI clients to query and interact with a personal knowledge ass…
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| 67934 |
neon-mcp
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Lightweight MCP server that allows agents to interface with the Neon REST API, …
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| 67935 |
jsony-mcp
Claim
Enables AI assistants to read, write, query, and manage JSON data files with au…
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| 67936 |
tru8-mcp
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MCP server for Tru8 Evidence Research that enables AI agents to submit claims o…
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| 67937 |
hgefge
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| 67938 |
Browser Jet Pilot
Claim
Self-hosted MCP server for AI browser automation. Connects to your own Chromium…
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| 67939 |
mcp-agent-review
Claim
An MCP server that provides agentic code review powered by OpenAI-compatible mo…
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| 67940 |
shopify-store-mcp
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Enables AI agents to manage Shopify stores via natural language, with tools for…
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| 67941 |
An MCP server that provides visual memory and context storage with knowledge gr…
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| 67942 |
Azure DevOps MCP Server
Claim
An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling man…
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| 67943 |
PrintQueueApp MCP Server
Claim
Enables managing a print queue for office documents via a WinUI GUI, supporting…
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| 67944 |
pytest-mcp-server
Claim
MCP server for debugging pytest failures, allowing users to register test failu…
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| 67945 |
mcp-rap-migrator
Claim
MCP server that migrates SAP Module Pool programs to RAP applications interacti…
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| 67946 |
fh6-tuner
Claim
An MCP server that analyzes Forza Horizon 6 telemetry to provide AI-driven tuni…
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| 67947 |
GraphMemory-IDE
Claim
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
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| 67948 |
Vari Hydration Tools
Claim
Six deterministic hydration calculators for LLMs: water intake, dehydration sc…
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| 67949 |
leave_manager
Claim
Enables natural-language-based employee leave management including leave balanc…
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| 67950 |
Professor Fit MCP
Claim
Helps PhD applicants find matching professors by research interests, outputting…
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