MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29601 |
mcp-obsidian
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This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
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| 29602 |
Targetprocess MCP Server
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Provides tools for interacting with Targetprocess, a project management and agi…
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| 29603 | — | |||||||||
| 29604 |
paper-download
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| 29605 |
OpenAI Image Generator
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Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 29606 |
Automate GitHub development from task discovery to PR merge with session-based …
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| 29607 |
My Awesome MCP
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A basic MCP server template built with FastMCP framework that provides example …
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| 29608 |
Toggl MCP Server
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Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
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| 29609 |
mcp-seedance
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| 29610 |
Perplexity Search
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Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
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| 29611 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
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| 29612 |
Enables semantic search across the Arke Institute's extensive archive of NARA r…
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| 29613 |
Explore and query the Plantops GraphQL API with schema introspection, field dis…
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| 29614 |
Specif-ai MCP Server
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A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interacti…
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| 29615 |
metabase-server
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Enables AI assistants to interact with Metabase by providing access to dashboar…
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| 29616 |
whatsapp-mcp-ts
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| 29617 |
MCP server for FireCrawl web scraping integration
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| 29618 |
my-first-blog
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| 29619 |
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
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| 29620 |
The Investor Hat Shop
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After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
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| 29621 |
MCP-Trust-Kit
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Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 29622 |
tradingale-mcp
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Martingale Intelligence for AI trading agents. Provides proprietary scores and …
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| 29623 |
siloah-travel-mcp
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Search 70,000+ cruise voyages, 678 ships, and 62 cruise lines worldwide. No API…
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| 29624 |
forgespec-mcp
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Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
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| 29625 |
LineWhiz
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AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 29626 |
EXIF Extractor
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Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
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| 29627 |
PyP6Xer MCP Server
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Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
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| 29628 |
jobswithgpt
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jobswithgpt
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| 29629 |
mcp-dreamlaunchers-in
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DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
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| 29630 |
Git Workflow MCP Server
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Enables AI assistants to interact with local Git repositories for operations li…
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| 29631 |
patent20251012
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| 29632 |
GitLab MCP Server
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Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 29633 |
GitLab MCP Server
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Connects AI assistants to GitLab projects, enabling users to query merge reques…
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| 29634 |
sbs_mcp_1010
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| 29635 |
test
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| 29636 | — | |||||||||
| 29637 |
Discord MCP Server
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Enables AI models to send plain text messages, formatted release announcements,…
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| 29638 |
Behavioral health statistics from SAMHSA surveys including NSDUH
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| 29639 |
Find substance abuse and mental health treatment facilities
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| 29640 |
asdfagwg
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| 29641 |
legends-mcp
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Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
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| 29642 |
hello
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| 29643 |
search
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| 29644 |
strata
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| 29645 |
Composer
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<p align="center">
<img src="https://github.com/OliverGrabner/composer-mcp/ra…
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| 29646 |
Word Memory Tool
Claim
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
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| 29647 |
Arcjet MCP
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Arcjet is the runtime security platform that ships with your AI code. Enforce b…
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| 29648 |
Sling CLI MCP server for querying any database, running data pipelines and mana…
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| 29649 |
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
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| 29650 |
sqlite-mcp-server6
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