MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57751
EXPESRaza
Implements the Model Context Protocol to retrieve context from a locally runnin…
— ○ ⏳ — N/A N/A — — —
57752
baekbeombyeon
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
— ○ ⏳ — N/A N/A — — —
57753
hdmt
A Model Context Protocol server that enables managing Shopify store operations …
— ○ ⏳ — — — — — —
57754
pipeworx-io
Query and explore Delaware Open Data datasets via Socrata API, including search…
— ○ ⏳ — — — — — —
57755
pipeworx-io
Mono County GIS — Mono County & Mammoth Lakes, California open geospatial data …
— ○ ⏳ — — — — — —
57756 — ○ ⏳ — N/A N/A — 95 —
57757
MadDegenOG
solsnap Claim
Solana token/wallet rug-risk scoring. Free scan; $2 SOL unlocks full wallet rep…
— ○ ⏳ — — — — — —
57758
Hermes-pm
An MCP server that enables AI agents to search, read, and create notes across s…
— ○ ⏳ — — — — — —
57759
eleanorreem
email Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
— ○ ⏳ — N/A N/A — — —
57760
EezyMAcc
Tattoo Feed Claim
Enables browsing and curating posts from Instagram tattoo artists via Business …
— ○ ⏳ — — — — — —
57761
BAiSEDagent
MCP server that exposes Polymarket prediction markets via CLI wrapper. Enables …
— ○ ⏳ — N/A N/A — — —
57762
jsoares
baselight Claim
— ○ ⏳ — N/A N/A — 95 —
57763
dcarrascosa
ms-todo-mcp Claim
An MCP server to read and manage your Microsoft To Do tasks through the Microso…
— ○ ⏳ — — — — — —
57764
dreamhuan
Enables AI to scan and query local OpenAPI/Swagger documentation, listing API g…
— ○ ⏳ — N/A N/A — — —
57765
ThePlasmak
Enables AI assistants to integrate with the Habitify API for tracking habits, m…
— ○ ⏳ — — — — — —
57766
MTCMarkFranco
Enables algorithmic trading with Interactive Brokers, including market data, or…
— ○ ⏳ — N/A N/A — — —
57767
dann26parr69
auravms-mcp Claim
MCP server for AuraVMS that enables agents to manage RFQs, supplier quotes, and…
— ○ ⏳ — — — — — —
57768
allocnode
An MCP server that enables natural language creation and management of Xiaomi M…
— ○ ⏳ — N/A N/A — — —
57769
byeung888
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
— ○ ⏳ — N/A N/A — — —
57770
Sanjeev4523
Enables AI agents to search and read Metabase dashboards and cards, explore dat…
— ○ ⏳ — N/A N/A — — —
57771
robertcprice
A Model Context Protocol server that routes tasks to Z.ai's GLM-4.7 model, enab…
— ○ ⏳ — — — — — —
57772
NanaGyamfiPrempeh30
Enables natural language queries about Ambient Weather personal weather station…
— ○ ⏳ — N/A N/A — — —
57773
R-Mabasha
Transforms your IDE into an autonomous multi-agent coding assistant that orches…
— ○ ⏳ — N/A N/A — — —
57774
Yuki-az-23
An MCP server that enables AI agents to manage STAR-pattern architecture diagra…
— ○ ⏳ — N/A N/A — — —
57775
earlyprototype
Connects AI coding agents to Google NotebookLM, enabling querying notebooks, ad…
— ○ ⏳ — N/A N/A — — —
57776
vndmea
Enables multi-model leader-worker agent orchestration, workflow execution, and …
— ○ ⏳ — — — — — —
57777
ygrec-app
MCP server for searching and exporting Apple SF Symbols as true vector SVGs.
— ○ ⏳ — N/A N/A — — —
57778
dbe006
rugguard-mcp Claim
MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on …
— ○ ⏳ — N/A N/A — — —
57779
specdown-app
Gives AI assistants direct read/write access to SpecDown Markdown spec document…
— ○ ⏳ — — — — — —
57780
SwayamJoshi87
comfyui-mcp Claim
Exposes a remote ComfyUI instance for image generation through an on-demand GPU…
— ○ ⏳ — — — — — —
57781
Leeroo-AI
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
— ○ ⏳ — N/A N/A — — —
57782
SharkyND
An MCP server for integrating with Atlassian products including Confluence, Jir…
— ○ ⏳ — N/A N/A — — —
57783
philgebauer
MCP server providing comprehensive Leaflet.js documentation, code generation fo…
— ○ ⏳ — — — — — —
57784
roomi-fields
osc-bridge Claim
OSC ↔ MIDI/SysEx bridge for 849 synths and DAWs — a MIDI MCP and OSC MCP.
— ○ ⏳ — N/A N/A — — —
57785
andyarntsen-alt
Enables AI agents to search and retrieve Norwegian company data from the Brønnø…
— ○ ⏳ — N/A N/A — — —
57786
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
— ○ ⏳ — N/A N/A — — —
57787
Synexiom-Labs
nodiom-mcp Claim
Enables AI agents to read, write, append, and delete content in Markdown files …
— ○ ⏳ — N/A N/A — — —
57788
usernamexiaozhang
This MCP server enables automated captcha solving for Cloudflare challenges and…
— ○ ⏳ — N/A N/A — — —
57789
IvanMikhailenka
maven-mcp Claim
Enables searching Maven Central artifacts, retrieving versions, and analyzing d…
— ○ ⏳ — N/A N/A — — —
57790
systemyuri
MCP server that exposes tools to query an e-commerce database (customers, sales…
— ○ ⏳ — N/A N/A — — —
57791
getanyapi-com
mcp Claim
AnyAPI: scraping and data APIs for social media, search results, Google Maps, e…
— ○ ⏳ — — — — — —
57792
otinori
Enables natural language control of Blender via Claude by converting MCP JSON-R…
— ○ ⏳ — N/A N/A — — —
57793
thejokers69
Provides real-time weather forecasts and alerts for US locations using the Nati…
— ○ ⏳ — — — — — —
57794
shelbeely
An MCP server that enables AI assistants to generate and edit professional web …
— ○ ⏳ — N/A N/A — — —
57795
getterdoneinc
Enables AI agents to post tasks, manage escrow, approve work, and pay human gig…
— ○ ⏳ — — — — — —
57796
balloonf
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
— ○ ⏳ — N/A N/A — 95 —
57797
peopleforrester
Safety-first GitOps operations for ArgoCD via the Model Context Protocol. Enabl…
— ○ ⏳ — — — — — —
57798
rutvikchandla3
MCP server for local-first lexical code search, providing tools for searching c…
— ○ ⏳ — — — — — —
57799
portertech
Enables AI assistants to manage LM Studio models, including listing, loading, a…
— ○ ⏳ — — — — — —
57800
Nniol
Enables access to a synthetic hospital dataset through MCP, supporting SSE and …
— ○ ⏳ — — — — — —
Showing 57751–57800 of 69111 servers