MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49851
YawLabs
MCP server for the LemonSqueezy API. Enables managing stores, products, custome…
49852
arturayupov
keyward Claim
Local encrypted secret broker for AI agents: request keys by name, approve each…
N/A N/A
49853
oh-seok-ju
Say Hello Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
N/A N/A 95
49854
KeyFlo-ai
kb-gateway Claim
HTTP MCP gateway for a learning corpus that enables remote agents to perform se…
49855
gvnrdev
Gvnr Claim
Budget & cost control for AI agents — per-agent spend caps + rate limits before…
49856
geekjourneyx
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
N/A N/A
49857
surfagentapp
surfagent-x Claim
X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
N/A N/A
49858
shufl9dka
Provides tools for web, image, generative search, and Wordstat keyword statisti…
49859
sailorpepe
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
49860
jonathan-meyer
zmachine-mcp Claim
Enables AI agents to play Z-Machine text adventure games (e.g., Zork) via MCP, …
49861
mdanelutti
MCP server for Bitbucket Cloud that exposes Pull Request operations as tools fo…
49862
JesseGdotIO
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
49863
jvsteiner
yt-subs Claim
Extracts clean text transcripts from YouTube videos using their subtitles and r…
N/A N/A
49864
sjgant80-hub
wishwood-mcp Claim 1
MCP server for foldkit that exposes tools and resources for 7-prime spine foldi…
N/A N/A 95
49865
shafarenkacfi
An MCP server that provides [describe what your server does]
N/A N/A
49866
SpiritHerb
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
49867
druling
A platform for building and managing MCP servers and REST APIs, enabling AI int…
49868
sunglc
Credential resilience for AI agents, providing AES-256 encrypted storage, autom…
N/A N/A
49869
ilyannn
Enables Claude Desktop to manage subscriptions, categories, currencies, payment…
N/A N/A
49870
000safah000-ai
BlackHawkMCP - connect AI to Google Sheets
N/A N/A 83
49871
sudheerdvn
vyuha Claim
Vyuha is an MCP server that enables coding agents to collaborate on a repositor…
N/A N/A
49872
owainow
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
49873
revelri
Closes the find-download-install loop for lutris-mcp by searching Prowlarr, dow…
49874
parkseokjune
A hybrid AI chess coach MCP server that uses Stockfish for grounded evaluation …
N/A N/A
49875
MSCandCo
sendifai Claim
335 MCP tools, 75 playbooks. AI-native CRM, email/SMS, events, OAuth.
49876
furkanisikay
Enables natural language analysis of ArduPilot flight logs (.bin files) via AI …
N/A N/A
49877
agentbuilders
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
N/A N/A 95
49878
mcp-defender Claim 1
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
N/A N/A 81
49879
Balakonda-reddy
Local MCP server that scans code for security issues (secrets, dependencies, co…
N/A N/A 95
49880
Schimmilab
Enables Claude/agents to read, control, and develop IP-Symcon home automation s…
49881
asd-git-master
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
49882
codependentai
An MCP server that gives AI agents full admin control over Discord servers with…
49883
fzlzjerry
uniprot-mcp Claim
MCP server that exposes the UniProt REST API to LLM clients, enabling search an…
49884
mailtea-app
Mailtea Claim
Send email and newsletters with Mailtea over MCP, plus skills for email and web…
49885
pzehrel
A proxy MCP server that connects to Tavily's official Streamable HTTP MCP, mana…
N/A N/A
49886
nukkerman2000
live2d-mcp Claim
An interactive desktop companion with a Live2D model that can be controlled via…
N/A N/A
49887
cohm
indico-mcp Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
49888
RuntimeAll
teacher-mcp Claim
MCP server that authenticates as a teacher and provides tools for question mana…
N/A N/A
49889
FerhatDundar
MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.
N/A N/A
49890
ptrken01
Enables AI agents to perform query-driven web searches and fetch page content v…
N/A N/A
49891
hir4ta
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
49892
proofsh
MCP server providing tools to interact with Obsidian via the Local REST API com…
N/A N/A
49893
Skim MCP Server Claim 2
MCP server for Skim code transformation. Compresses code 60-95% for LLM context…
N/A N/A 81
49894
Mofesto
Enables LLMs to interact with CTBC Securities CTS Trading API for stock, future…
N/A N/A
49895
mohammed-almassri
MCP server for debugging Node.js programs through the V8 Inspector Protocol, al…
N/A N/A
49896
alexthotse
Enables intelligent task management, multi-agent workflows, and cross-IDE proje…
49897
mojawave
MojaWave MCP Claim
Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling …
49898
ashrobertsdragon
Enables execution, listing, reading, and help retrieval of local Bash, PowerShe…
N/A N/A
49899
IBM
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
49900
axelterrier
Enables interaction with Lidarr music collection management through natural lan…
81
Showing 49851–49900 of 67226 servers