MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52551
travissavard
docs-mcp Claim
N/A N/A 95
52552
brandkickagency
Enables AI assistants to control Adobe After Effects through a WebSocket-based …
N/A N/A
52553
AuthSoftware-development
Freepik MCP Claim
Enables AI assistants to search, download, and generate visual content using Fr…
52554
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
52555
Dissimilis
DirForge Claim
Read-only directory listing web app with a built-in MCP server: directory brows…
N/A N/A
52556
garylab
A Model Context Protocol server that provides access to the Pexels API for sear…
52557
vmanoilov
think Claim
N/A N/A 95
52558
dodopayments
Official Dodo Payments MCP servers — `dodopayments-api` for live payments, subs…
52559
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
52560
MananSingh2001
figma-react Claim 1
An MCP server that converts Figma designs into React code.
N/A N/A 95
52561
berkayildi
A local MCP server that parses Terraform .tfstate files and lets AI agents audi…
N/A N/A
52562
BradMorphsters
Enables AI assistants to query and analyze local personal finance data from Tus…
N/A N/A
52563
thevgergroup
MCP server for Apollo.io B2B database enabling people and company search, enric…
52564
mikealkeal
OScribe Claim
Vision-based desktop automation MCP server that controls any application via sc…
N/A N/A
52565
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
52566
rcd27
Enables interaction with Wildberries Finances API to retrieve financial reports…
52567
SerifeusStudio
threlte-mcp Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
N/A N/A
52568
rhein1
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
81
52569
debian777
KAIROS MCP Claim
Enables AI agents to store and execute reusable protocol chains with persistent…
52570
zhu1090093659
deepseek-pp Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
N/A N/A
52571
srishtivverma
aistuff Claim
N/A N/A 95
52572
protae5544
nextjsui9 Claim
N/A N/A 95
52573
GetSensr-io
Enables AI assistants to access and query Sensor Bio wearable data including sl…
N/A N/A
52574
eemredemirci
Enables management of GitHub issues, milestones, projects, and labels for a sin…
N/A N/A
52575
schwarztim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
N/A N/A
52576
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
N/A N/A
52577
jeremykenedy
Serves 484 Claude Code skills and 17 global rules as MCP tools, enabling skill …
52578
siddiquesahabaj
CoordMCP Claim
A coordination server that enables multiple AI coding agents to work together o…
N/A N/A
52579
Agent-Pattern-Labs
geometra Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
52580
UnCooe
Enables AI agents to investigate backend incidents by executing runbooks that g…
52581
dholliday3
Running-first MCP server for COROS that allows authoring, editing, and scheduli…
N/A N/A
52582
vinaybhosle
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
52583
MicaelJarniac
gong-mcp Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
N/A N/A
52584
charliehzm
medharness Claim
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
N/A N/A
52585
halismertkir
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
N/A N/A 95
52586
yoelbassin
gnuradioMCP Claim 1
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
N/A N/A 95
52587
gaato
kbbi-mcp Claim
An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).
N/A N/A
52588
Voxos-ai-Inc
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
52589
@damianlevy1987-prog
test Claim
N/A N/A 95
52590
tysonwu
norikae-mcp Claim
MCP server for searching Japanese train routes using Yahoo! Transit data, enabl…
52591
linofcp007
Enables AI assistants to provide Portuguese legal advice by exposing legal calc…
N/A N/A
52592
wanghuan9
SkillDock is a skill manager and MCP manager for installing, viewing, updating,…
N/A N/A
52593
wallter
trw-mcp Claim
MCP server providing persistent engineering memory and spec-driven development …
N/A N/A
52594
aramai-schematica
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
52595
bluestratus
agenticfeed Claim
Find AI-ready merchant feeds: resolve a store domain to its ID and fetch full p…
52596
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
N/A N/A
52597
IvanKlymenko
keycrm-mcp Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
N/A N/A
52598
mr-wolf-gb
Enables AI assistants to interact with JasperReports Server for report executio…
52599
MacromNex
Enables AI-powered protein structure prediction and variant analysis via Docker…
N/A N/A
52600
mrbuslov
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
N/A N/A
Showing 52551–52600 of 54421 servers