MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45751
executeautomation
Playwright Claim
Provides browser automation capabilities using Playwright, enabling LLMs to int…
N/A N/A 95
45752
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
45753
dfla-me
omada-mcp Claim
A Model Context Protocol server that enables AI assistants to read and safely m…
N/A N/A
45754
bilginerdem
CrawMcp Claim
Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS cha…
45755
aliphi
An MCP server for TouchDesigner that lets you control TouchDesigner with Claude
N/A N/A
45756
chocoboy-dev
Mi-Mi-Mi MCP Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
N/A N/A
45757
Kustode-ce
Enables AI assistants to look up medical billing codes, denial reasons, and pay…
N/A N/A
45758
ElytraSec
Enables AI coding agents to scan smart contracts and code for vulnerabilities, …
45759
lucasliet
Fetches YouTube video transcripts with timestamps and provides them to LLM agen…
45760
xiaobenyang-com
public_promo Claim
N/A N/A 95
45761
NimbleBrainInc
Fetches web pages, converts HTML to markdown, and uses Claude to answer questio…
45762
TiGRoNdev
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
N/A N/A
45763
leehom0123
Enables AI agents to SSH into Linux servers, run commands, deploy code, and man…
45764
yuga-hashimoto
LocalAnt Claim
LocalAnt is a local-first MCP gateway that lets ChatGPT control your PC through…
N/A N/A
45765
clipform
mcp-server Claim
Interactive video forms that capture authentic responses. Build engaging forms …
45766
xiaobenyang-com
ai-persona Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
N/A N/A 95
45767
rtx1025189518-source
Enables AI assistants to control Adobe After Effects through the MCP protocol, …
N/A N/A
45768
AiAgentKarl
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
45769
onozaty
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
45770
cakemail
An MCP server that provides AI agents with direct access to authoritative Cakem…
45771
karadHub
Enterprise-grade MCP server for Jenkins CI/CD integration that enables AI assis…
45772
zenskar
Enables natural language interaction with the Zenskar billing platform, coverin…
45773
minikdj
MCP server for birding trip planning with migration forecasts, hotspot analysis…
N/A N/A
45774
Tairon-ai
0g-chain-mcp Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
45775
superyw123
teste Claim
N/A N/A 95
45776
syntheticgio
An MCP server that gives Claude access to NCBI Datasets v2 — search genome asse…
N/A N/A
45777
universal-mcp
Enables interaction with Hashnode's tools and services through a unified API us…
45778
Heretek-RE
re-apktool Claim
MCP server for Android APK triage, providing tools to parse APK headers, list D…
N/A N/A
45779
pavex
Enables token-efficient web reading and HTTP requests for MCP agents, with tool…
45780
jeel00dev
Generates beautiful Excalidraw diagrams from natural language descriptions usin…
N/A N/A
45781
Mort2000
GDB Lite MCP Claim
A lightweight MCP server that enables LLM agents to interact with GDB for debug…
N/A N/A
45782 N/A N/A 95
45783
Chesterguan
CalledIT Claim
A judgment game played by Humans VS AI bots
45784
Ryo-Suzukii
mcp-maritime Claim
Provides real-time maritime weather data, tropical cyclone warnings, and route …
45785
guptaprakhariitr
Validates Indian GSTIN numbers with structural checks, embedded PAN extraction,…
45786
mikerawsonnz
GOSCE Portfolio Router Single entry point for the GOSCE agent portfolio. Routes…
45787
jasonwagao
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
N/A N/A 83
45788
jpan8866
mcp-weather Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
N/A N/A
45789
ahmedelshazly27
Connects Claude AI with EPRI's OpenDSS power system simulator, enabling convers…
N/A N/A
45790
xinyuxinyuxintaihaohao
Enables AI assistants to read Garmin health and fitness data from the Chinese v…
45791
danield137
Portable, provider-agnostic memory for AI agents using Azure Data Explorer (Kus…
45792
farmhutsoftwareteam
Ableton MCP Claim
Control your Ableton with this MCP and get started to make music
N/A N/A
45793
meetgeekai
Enables AI tools to access and manage MeetGeek meetings, including transcripts,…
45794
mcpwright
soi-mcp Claim
Provides IRS income and tax statistics by ZIP code, enabling LLM agents to quer…
N/A N/A
45795
pipeworx-io
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
N/A N/A
45796
fuyouai
Provides web and image search using the Doubao (Volcengine) API with configurab…
N/A N/A
45797
imyousuf
Provides tools for agent-driven video creation, including image generation via …
N/A N/A
45798
Heretek-RE
re-patch Claim
MCP server for on-disk patching of binary artifacts with SHA-256 manifest, byte…
N/A N/A
45799
Ka1laK
Enables generating PlantUML diagrams directly from Claude Desktop, with tools t…
N/A N/A
45800
halby24
Enables AI assistants to access RenderDoc capture data and assist in graphics d…
N/A N/A
Showing 45751–45800 of 46053 servers
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