MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61851
Polsia-Inc
twitter-read Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
— ○ ⏳ — — — — — —
61852
Gamecrazy
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
— ○ ⏳ — — — — — —
61853
pipeworx-io
Provides a Luhn check-digit validation tool for numeric strings such as credit …
— ○ ⏳ — — — — — —
61854
jameskitfu
YouTube MCP Claim
Local read-only MCP server for YouTube Data API v3 and YouTube Analytics API, e…
— ○ ⏳ — N/A N/A — — —
61855
coinexcom
An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling…
— ○ ⏳ — — — — — —
61856
jalateras
weather Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
— ○ ⏳ — N/A N/A — — —
61857
pipeworx-io
mcp-currents Claim
Wraps the Currents API to provide access to news articles and headlines through…
— ○ ⏳ — — — — — —
61858
phiclin
Enables searching X (Twitter) posts, discussions, trends, and web content via G…
— ○ ⏳ — — — — — —
61859
dkeeno
An MCP server that provides tools for creating and managing AWS resources using…
— ○ ⏳ — — — — — —
61860
RyutoYoda
Enables Claude Desktop to interact with freee accounting API for expense regist…
— ○ ⏳ — N/A N/A — — —
61861
DeamonDev888
Enables AI agents to interact with the Moltbook social network, including posti…
— ○ ⏳ — — — — — —
61862
ayigityol
aseprite-mcp Claim
MCP server for Aseprite — create, edit, and export pixel art sprites, animation…
— ○ ⏳ — N/A N/A — — —
61863
InstaCode
MCP server for iCloud Drive on macOS, enabling Claude to browse, read, search, …
— ○ ⏳ — N/A N/A — — —
61864
Rakeen70210
Enables AI coding tools to call Grok and Antigravity CLIs as peer reviewers for…
— ○ ⏳ — N/A N/A — — —
61865
the-hash-slinging-slasher
Aggregates news from multiple sources including Hacker News and RSS feeds, with…
— ○ ⏳ — N/A N/A — — —
61866
ahasan722
Connects DHIS2 health information systems to AI assistants via the Model Contex…
— ○ ⏳ — — — — — —
61867
Abishek-0607
Enables Claude or any LLM to manage a book library via MCP tools, allowing list…
— ○ ⏳ — — — — — —
61868
VibeKit-Bot
VibeKit MCP Claim
MCP server for VibeKit — build, deploy, and manage hosted apps and chat with ea…
— ○ ⏳ — — — — — —
61869
jukaben32
blender-mcp Claim
Connects Blender to Claude AI through the Model Context Protocol, enabling prom…
— ○ ⏳ — — — — — —
61870
dutchbase
Provides AI agents with tools to convert images between formats and inspect ima…
— ○ ⏳ — N/A N/A — — —
61871
Mohib1992
A read-only MCP server that serves live HayDay game data (crops, products, anim…
— ○ ⏳ — N/A N/A — — —
61872
praveeng25
Provides secure SQL Server database access, allowing users to list tables and e…
— ○ ⏳ — N/A N/A — — —
61873
luiz-santos-it
anki-mcp Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
— ○ ⏳ — N/A N/A — — —
61874
rnd-pro
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
— ○ ⏳ — N/A N/A — — —
61875
emreycolakoglu
TaskForge Claim
MCP server that enables AI agents to manage tasks, boards, lists, and comments …
— ○ ⏳ — — — — — —
61876
segentic-lab
glovebox-mcp Claim
A sandboxed computer-use MCP server that lets an AI agent drive a real browser …
— ○ ⏳ — N/A N/A — — —
61877
tejas2904-RM
Integrates with Google Docs and Gmail to append content and create drafts, with…
— ○ ⏳ — N/A N/A — — —
61878
lionelschiepers
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
— ○ ⏳ — — — — — —
61879
rsp2k
A Django CMS plugin that provides Model Context Protocol (MCP) server functiona…
— ○ ⏳ — — — — — —
61880
sddiv
Enables AI agents to parse, create, update, delete, and search natural language…
— ○ ⏳ — N/A N/A — — —
61881
apexradius
Local, multi-session MCP server driving real Chrome, Chromium, WebKit, and Safa…
— ○ ⏳ — N/A N/A — — —
61882
elphamale
ScribblesLM Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
— ○ ⏳ — N/A N/A — — —
61883
sjgant80-hub
gymos-mcp Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
— ○ ⏳ — — — — — —
61884
fastmcp-me
AbletonMCP Claim
Connects Ableton Live to Claude AI via the Model Context Protocol, enabling pro…
— ○ ⏳ — N/A N/A — — —
61885
dslh
google-mcp Claim
Provides 20 tools for Google Drive, Docs, and Calendar operations with OAuth 2.…
— ○ ⏳ — N/A N/A — — —
61886
nguyennt02
An MCP server that lets Claude Code drive the Cocos Creator 3.8.x editor to bui…
— ○ ⏳ — N/A N/A — — —
61887
bb4rjfl
Provides personalized weather safety alerts and actions based on location, occu…
— ○ ⏳ — — — — — —
61888
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
— ○ ⏳ — N/A N/A — — —
61889
gustavo-meilus
AI assistant integration with Logseq knowledge graph: 21 tools to read, write, …
— ○ ⏳ — N/A N/A — — —
61890
shuji-bonji
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
— ○ ⏳ — N/A N/A — — —
61891
mokhtarabadi
blowsh-mcp Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
— ○ ⏳ — — — — — —
61892
praveendhra
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
— ○ ⏳ — — — — — —
61893
michaeljfazio
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
— ○ ⏳ — N/A N/A — — —
61894
peix2
MCP server giving Claude access to Tuta mail, calendar, contacts and drive. Sup…
— ○ ⏳ — — — — — —
61895
zmij
appstore-mcp Claim
Enables reading and updating App Store Connect metadata, in-app purchases, scre…
— ○ ⏳ — — — — — —
61896
christianmacion26
Exposes a deterministic AI-slop scanner and RAG grounding grader as MCP Tools, …
— ○ ⏳ — N/A N/A — — —
61897
Programmersio-IBMi
Enables AI agents to interact with IBM i systems through the Model Context Prot…
— ○ ⏳ — — — — — —
61898
PcnaidInc
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
— ○ ⏳ — — — — — —
61899
geo-pera
geopera-mcp Claim
MCP server for the Geopera geospatial data platform that enables AI agents to d…
— ○ ⏳ — — — — — —
61900
OneAtDrt
Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
— ○ ⏳ — N/A N/A — — —
Showing 61851–61900 of 69052 servers