MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 10 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66851
jameskitfu
YouTube MCP Claim
Local read-only MCP server for YouTube Data API v3 and YouTube Analytics API, e…
— ○ ⏳ — N/A N/A — — —
66852
phiclin
Enables searching X (Twitter) posts, discussions, trends, and web content via G…
— ○ ⏳ — — — — — —
66853
coinexcom
An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling…
— ○ ⏳ — — — — — —
66854
dkeeno
An MCP server that provides tools for creating and managing AWS resources using…
— ○ ⏳ — — — — — —
66855
RyutoYoda
Enables Claude Desktop to interact with freee accounting API for expense regist…
— ○ ⏳ — N/A N/A — — —
66856
pipeworx-io
Provides a Luhn check-digit validation tool for numeric strings such as credit …
— ○ ⏳ — — — — — —
66857
Polsia-Inc
twitter-read Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
— ○ ⏳ — — — — — —
66858
attestd-io
attestd-mcp Claim
CVE and supply chain checks for MCP clients. Covers infrastructure, PyPI, and n…
— ○ ⏳ — N/A N/A — — —
66859
VibeKit-Bot
VibeKit MCP Claim
MCP server for VibeKit — build, deploy, and manage hosted apps and chat with ea…
— ○ ⏳ — — — — — —
66860
InstaCode
MCP server for iCloud Drive on macOS, enabling Claude to browse, read, search, …
— ○ ⏳ — N/A N/A — — —
66861
malharrrr
OmniHub Claim
A local-first MCP server for personal memory management, enabling AI agents to …
— ○ ⏳ — N/A N/A — — —
66862
ahasan722
Connects DHIS2 health information systems to AI assistants via the Model Contex…
— ○ ⏳ — — — — — —
66863
Rakeen70210
Enables AI coding tools to call Grok and Antigravity CLIs as peer reviewers for…
— ○ ⏳ — N/A N/A — — —
66864
ayigityol
aseprite-mcp Claim
MCP server for Aseprite — create, edit, and export pixel art sprites, animation…
— ○ ⏳ — N/A N/A — — —
66865
Abishek-0607
Enables Claude or any LLM to manage a book library via MCP tools, allowing list…
— ○ ⏳ — — — — — —
66866
the-hash-slinging-slasher
Aggregates news from multiple sources including Hacker News and RSS feeds, with…
— ○ ⏳ — N/A N/A — — —
66867
segentic-lab
glovebox-mcp Claim
A sandboxed computer-use MCP server that lets an AI agent drive a real browser …
— ○ ⏳ — N/A N/A — — —
66868
emreycolakoglu
TaskForge Claim
MCP server that enables AI agents to manage tasks, boards, lists, and comments …
— ○ ⏳ — — — — — —
66869
jukaben32
blender-mcp Claim
Connects Blender to Claude AI through the Model Context Protocol, enabling prom…
— ○ ⏳ — — — — — —
66870
dutchbase
Provides AI agents with tools to convert images between formats and inspect ima…
— ○ ⏳ — N/A N/A — — —
66871
rnd-pro
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
— ○ ⏳ — N/A N/A — — —
66872
Mohib1992
A read-only MCP server that serves live HayDay game data (crops, products, anim…
— ○ ⏳ — N/A N/A — — —
66873
praveeng25
Provides secure SQL Server database access, allowing users to list tables and e…
— ○ ⏳ — N/A N/A — — —
66874
luiz-santos-it
anki-mcp Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
— ○ ⏳ — N/A N/A — — —
66875
fastmcp-me
AbletonMCP Claim
Connects Ableton Live to Claude AI via the Model Context Protocol, enabling pro…
— ○ ⏳ — N/A N/A — — —
66876
lionelschiepers
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
— ○ ⏳ — — — — — —
66877
blangys
MCP server providing real-time aviation weather data (METAR, TAF, PIREPs, AIRME…
— ○ ⏳ — — — — — —
66878
tejas2904-RM
Integrates with Google Docs and Gmail to append content and create drafts, with…
— ○ ⏳ — N/A N/A — — —
66879
olavocarvalho
Enables AI agents to read, edit, execute cells, and capture outputs from Jupyte…
— ○ ⏳ — N/A N/A — — —
66880
rsp2k
A Django CMS plugin that provides Model Context Protocol (MCP) server functiona…
— ○ ⏳ — — — — — —
66881
sddiv
Enables AI agents to parse, create, update, delete, and search natural language…
— ○ ⏳ — N/A N/A — — —
66882
apexradius
Local, multi-session MCP server driving real Chrome, Chromium, WebKit, and Safa…
— ○ ⏳ — N/A N/A — — —
66883
elphamale
ScribblesLM Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
— ○ ⏳ — N/A N/A — — —
66884
sjgant80-hub
gymos-mcp Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
— ○ ⏳ — — — — — —
66885
shuji-bonji
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
— ○ ⏳ — N/A N/A — — —
66886
PcnaidInc
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
— ○ ⏳ — — — — — —
66887
bb4rjfl
Provides personalized weather safety alerts and actions based on location, occu…
— ○ ⏳ — — — — — —
66888
christianmacion26
Exposes a deterministic AI-slop scanner and RAG grounding grader as MCP Tools, …
— ○ ⏳ — N/A N/A — — —
66889
gustavo-meilus
AI assistant integration with Logseq knowledge graph: 21 tools to read, write, …
— ○ ⏳ — N/A N/A — — —
66890
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
— ○ ⏳ — N/A N/A — — —
66891
nguyennt02
An MCP server that lets Claude Code drive the Cocos Creator 3.8.x editor to bui…
— ○ ⏳ — N/A N/A — — —
66892
mokhtarabadi
blowsh-mcp Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
— ○ ⏳ — — — — — —
66893
dslh
google-mcp Claim
Provides 20 tools for Google Drive, Docs, and Calendar operations with OAuth 2.…
— ○ ⏳ — N/A N/A — — —
66894
Programmersio-IBMi
Enables AI agents to interact with IBM i systems through the Model Context Prot…
— ○ ⏳ — — — — — —
66895
praveendhra
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
— ○ ⏳ — — — — — —
66896
michaeljfazio
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
— ○ ⏳ — N/A N/A — — —
66897
zmij
appstore-mcp Claim
Enables reading and updating App Store Connect metadata, in-app purchases, scre…
— ○ ⏳ — — — — — —
66898
peix2
MCP server giving Claude access to Tuta mail, calendar, contacts and drive. Sup…
— ○ ⏳ — — — — — —
66899
hackerpl
Enables searching Word documents on remote FTP/FTPS servers by keyword, returni…
— ○ ⏳ — — — — — —
66900
xiaobenyang-com
star Claim
查询星座的性格特征、守护星与元素等要点。获取每日运势,并根据生日快速确定你的星座。匹配两人星座看配对指数,计算并解读你的上升星座。
— ○ ⏳ — N/A N/A — 95 —
Showing 66851–66900 of 68965 servers