MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57551
datacraftdevelopment
Enables Claude to interact with FileMaker databases through the FileMaker Data …
— ○ ⏳ — N/A N/A — — —
57552
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
— ○ ⏳ — — — — — —
57553
AojdevStudio
A lightweight MCP server that provides persistent knowledge graph storage for A…
— ○ ⏳ — N/A N/A — — —
57554
gh33k
Enables Claude to answer natural language questions about your Apple Health dat…
— ○ ⏳ — N/A N/A — — —
57555
spawnpoint-inc
spawnpoint Claim
Deploy the small apps your agent builds: one tool call returns a live, private …
— ○ ⏳ — — — — — —
57556
JuliusPinsker
mdify-mcp Claim
MCP server that gives LLMs the power to convert PDFs to Markdown on the fly usi…
— ○ ⏳ — N/A N/A — — —
57557
xodn348
ClawPay Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
— ○ ⏳ — N/A N/A — — —
57558
fastmcp-me
MCP Fivetran Claim
Enables AI assistants to manage Fivetran users and connections, including invit…
— ○ ⏳ — — — — — —
57559
shimondoodkin
Enables Claude to control the local desktop via screenshot, mouse, keyboard, an…
— ○ ⏳ — N/A N/A — — —
57560
sKuangster
A general-purpose Google Maps MCP server that provides geocoding, place search,…
— ○ ⏳ — — — — — —
57561
Rajpopzein
Retrieves YouTube Channel statistics, metadata, and uploaded videos using the Y…
— ○ ⏳ — — — — — —
57562
Imsharad
Provides access to Gmail functionality through the Model Context Protocol, allo…
— ○ ⏳ — — — — — —
57563
AnuwatThisuka
edgemem Claim
Filesystem-native agent memory for Claude Code, enabling persistent team contex…
— ○ ⏳ — — — — — —
57564
rokasklive
Source-code intelligence for agents, powered by OpenGrok and Go.
— ○ ⏳ — — — — — —
57565
jnorberg
Bridges AI assistants to HubSpot CRM via OAuth2.1+PKCE, enabling tool access th…
— ○ ⏳ — — — — — —
57566
mobus-ai
Mobus Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
— ○ ⏳ — N/A N/A — — —
57567
a-g-e-n-t-s
Listens for Discord @mentions via Gateway and queues them for processing by an …
— ○ ⏳ — — — — — —
57568
EXPESRaza
Implements the Model Context Protocol to retrieve context from a locally runnin…
— ○ ⏳ — N/A N/A — — —
57569
baekbeombyeon
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
— ○ ⏳ — N/A N/A — — —
57570
hdmt
A Model Context Protocol server that enables managing Shopify store operations …
— ○ ⏳ — — — — — —
57571
pipeworx-io
Query and explore Delaware Open Data datasets via Socrata API, including search…
— ○ ⏳ — — — — — —
57572
pipeworx-io
Mono County GIS — Mono County & Mammoth Lakes, California open geospatial data …
— ○ ⏳ — — — — — —
57573 — ○ ⏳ — N/A N/A — 95 —
57574
MadDegenOG
solsnap Claim
Solana token/wallet rug-risk scoring. Free scan; $2 SOL unlocks full wallet rep…
— ○ ⏳ — — — — — —
57575
Hermes-pm
An MCP server that enables AI agents to search, read, and create notes across s…
— ○ ⏳ — — — — — —
57576
eleanorreem
email Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to manage ema…
— ○ ⏳ — N/A N/A — — —
57577
EezyMAcc
Tattoo Feed Claim
Enables browsing and curating posts from Instagram tattoo artists via Business …
— ○ ⏳ — — — — — —
57578
BAiSEDagent
MCP server that exposes Polymarket prediction markets via CLI wrapper. Enables …
— ○ ⏳ — N/A N/A — — —
57579
jsoares
baselight Claim
— ○ ⏳ — N/A N/A — 95 —
57580
dcarrascosa
ms-todo-mcp Claim
An MCP server to read and manage your Microsoft To Do tasks through the Microso…
— ○ ⏳ — — — — — —
57581
dreamhuan
Enables AI to scan and query local OpenAPI/Swagger documentation, listing API g…
— ○ ⏳ — N/A N/A — — —
57582
ThePlasmak
Enables AI assistants to integrate with the Habitify API for tracking habits, m…
— ○ ⏳ — — — — — —
57583
MTCMarkFranco
Enables algorithmic trading with Interactive Brokers, including market data, or…
— ○ ⏳ — N/A N/A — — —
57584
dann26parr69
auravms-mcp Claim
MCP server for AuraVMS that enables agents to manage RFQs, supplier quotes, and…
— ○ ⏳ — — — — — —
57585
allocnode
An MCP server that enables natural language creation and management of Xiaomi M…
— ○ ⏳ — N/A N/A — — —
57586
byeung888
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
— ○ ⏳ — N/A N/A — — —
57587
Sanjeev4523
Enables AI agents to search and read Metabase dashboards and cards, explore dat…
— ○ ⏳ — N/A N/A — — —
57588
robertcprice
A Model Context Protocol server that routes tasks to Z.ai's GLM-4.7 model, enab…
— ○ ⏳ — — — — — —
57589
NanaGyamfiPrempeh30
Enables natural language queries about Ambient Weather personal weather station…
— ○ ⏳ — N/A N/A — — —
57590
R-Mabasha
Transforms your IDE into an autonomous multi-agent coding assistant that orches…
— ○ ⏳ — N/A N/A — — —
57591
Yuki-az-23
An MCP server that enables AI agents to manage STAR-pattern architecture diagra…
— ○ ⏳ — N/A N/A — — —
57592
earlyprototype
Connects AI coding agents to Google NotebookLM, enabling querying notebooks, ad…
— ○ ⏳ — N/A N/A — — —
57593
vndmea
Enables multi-model leader-worker agent orchestration, workflow execution, and …
— ○ ⏳ — — — — — —
57594
ygrec-app
MCP server for searching and exporting Apple SF Symbols as true vector SVGs.
— ○ ⏳ — N/A N/A — — —
57595
dbe006
rugguard-mcp Claim
MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on …
— ○ ⏳ — N/A N/A — — —
57596
specdown-app
Gives AI assistants direct read/write access to SpecDown Markdown spec document…
— ○ ⏳ — — — — — —
57597
SwayamJoshi87
comfyui-mcp Claim
Exposes a remote ComfyUI instance for image generation through an on-demand GPU…
— ○ ⏳ — — — — — —
57598
Leeroo-AI
MCP server that turns AI coding agents into ML/AI experts by providing best-pra…
— ○ ⏳ — N/A N/A — — —
57599
SharkyND
An MCP server for integrating with Atlassian products including Confluence, Jir…
— ○ ⏳ — N/A N/A — — —
57600
philgebauer
MCP server providing comprehensive Leaflet.js documentation, code generation fo…
— ○ ⏳ — — — — — —
Showing 57551–57600 of 69111 servers