MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29051 |
beeeeper
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| 29052 |
gsap_animation_generate
Claim
Create precise, production-ready GSAP animations from any request. Debug issues…
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| 29053 |
whatsapp-mcp-ts
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| 29054 |
Reports MCP Server
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Enables management of penetration testing reports and vulnerabilities through a…
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| 29055 |
GitLab MCP Server
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Connects AI assistants to GitLab, enabling natural language queries to view mer…
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| 29056 |
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
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| 29057 |
adzuna-job-search-mcp
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 29058 |
MCP server for FireCrawl web scraping integration
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| 29059 |
Utility CSS for any platform — near-zero learning curve. Built for developers a…
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| 29060 |
Anava MCP Server
Claim
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
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| 29061 |
my-first-blog
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| 29062 |
mcp-server-graphdb
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| 29063 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 29064 |
housing-assist
Claim
▎ Tokyo housing market data for foreigners. Search 18,000+ weekly-scraped ren…
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| 29065 |
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
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| 29066 |
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
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| 29067 |
Pusher Channels
Claim
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
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| 29068 |
The Investor Hat Shop
Claim
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
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| 29069 |
Provides unrestricted access to your development environment with filesystem op…
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| 29070 |
test
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| 29071 |
product-lock-mcp
Claim
Product Lock tools for AI agents: generate, review, validate, and score locks.
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| 29072 |
BPS MCP Server
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| 29073 |
npm package trends and weekly downloads over time. Free key at trendsmcp.ai
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| 29074 |
Githru Insights v0.1
Claim
# Githru MCP Server
<p align="center">
<strong>A powerful Model Context Prot…
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| 29075 |
Real-time water levels and flow rates from USGS stream gauges
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| 29076 |
A deployable server that implements the Model Context Protocol (MCP) on Cloudfl…
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| 29077 |
MCP-Trust-Kit
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 29078 |
Remote MCP Server
Claim
A Cloudflare Workers-based MCP server that allows users to deploy and customize…
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| 29079 |
mockhero
Claim
Generate realistic relational test data. 156 field types, 22 locales, JSON/CSV/…
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| 29080 |
tradingale-mcp
Claim
Martingale Intelligence for AI trading agents. Provides proprietary scores and …
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| 29081 |
siloah-travel-mcp
Claim
Search 70,000+ cruise voyages, 678 ships, and 62 cruise lines worldwide. No API…
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| 29082 |
forgespec-mcp
Claim
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
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| 29083 |
LineWhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 29084 |
colacloud-mcp
Claim
Provides access to over 2.5 million US alcohol label records from the TTB via t…
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| 29085 |
EXIF Extractor
Claim
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
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| 29086 |
UnrealBlueprintMCP
Claim
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
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| 29087 |
PyP6Xer MCP Server
Claim
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
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| 29088 |
duckdb
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| 29089 |
mcp-sefaria-server
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| 29090 | — | |||||||||
| 29091 |
MCP-SLOP Adapter
Claim
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
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| 29092 |
An MCP server that enables interaction with SailPoint IdentityNow and Identity …
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| 29093 |
Enables natural language querying and data manipulation of Salesforce orgs, wit…
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| 29094 |
domscribe
Claim
Domscribe is a pixel-to-code development tool that bridges the gap between runn…
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| 29095 |
lims-s
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| 29096 |
ClickUp MCP Server
Claim
An enhanced Model Context Protocol server that enables AI assistants to interac…
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| 29097 |
wikipedia
Claim
Wikipedia MCP — wraps Wikipedia REST API (free, no auth)
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| 29098 |
Corbell
Claim
AI-powered spec generation and review using multi-repo code graph intelligence …
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| 29099 |
ArXiv MCP Server
Claim
Enables AI assistants to search arXiv's research repository, download papers, a…
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| 29100 |
Test MCP Server
Claim
Provide a basic MCP server implementation for testing purposes. Enable interact…
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