MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29243
Scored
2095
Verified
16951
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38701
Humotica
MCP server for running infrastructure health checks with TIBET provenance. It e…
N/A N/A
38702
MacromNex
Model Context Protocol server for protein binder design using BindCraft via Doc…
N/A N/A
38703
HBarefoot
Engram Claim
Engram is a local-first memory server that lets AI agents remember things acros…
N/A N/A
38704
sweir1
A production-ready MCP server providing AI assistants with intelligent Supabase…
38705
roby0404
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
38706
gsc-em
MCP CPG GTINs — B2B Retail Grocery Procurement
38707
bmage8923
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
81
38708
Apoth3osis-ai
Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketpla…
N/A N/A 83
38709
coleam00
Supabase MCP Claim
An MCP server enabling AI assistants to perform CRUD operations on a Supabase d…
38710
Stelath
Enables Claude to create mathematical animation videos using Manim, allowing vi…
N/A N/A 95
38711
PuckAPI
PuckAPI Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
38712
feeefapp
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
N/A N/A 95
38713
xue20010808
threatnews1 Claim
N/A N/A 95
38714
Saifalkayali
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
38715
impca201
A remote MCP server that searches Google Flights for flight information and air…
81
38716
wati-io
Manages WhatsApp conversations, contacts, templates, campaigns, and channels th…
38717
LLZ7758
qizhuan Claim
N/A N/A 95
38718
LucasMonteiro1
MCP server that scrapes app data from Google Play and Apple App Store, providin…
38719
felipestenzel
mcp-tap Claim
Enables AI assistants to discover, install, configure, and manage MCP servers t…
N/A N/A
38720
pguso
A fully working MCP server built from scratch in plain Node.js, implementing to…
N/A N/A
38721
JigsawStack
Convert Speech to Text using JigsawStack AI Models.
N/A N/A 95
38722
thegridwork
license Claim
Scan dependencies for license compliance — copyleft conflicts, unknown licenses…
N/A N/A 95
38723
rhein1
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
81
38724
litheonhq
Recall, check, search, timeline, and graph tools for fiction writers via Seizn …
N/A N/A
38725
hoon
brave-search Claim
N/A N/A 95
38726
malkreide
An MCP server providing access to Swiss direct democracy data, covering all fed…
38727
geraservicesuk
GeraClone MCP — discover expert clones, check operator's clone status, start ex…
N/A N/A 83
38728
R-Mabasha
Transforms your IDE into an autonomous multi-agent coding assistant that orches…
N/A N/A
38729
mttrly-hq
mttrly Claim
AI-powered incident management and server monitoring via MCP.
38730
DevNexsler
Enables any MCP-compatible AI assistant to search, filter, and retrieve informa…
38731
Maheidem
Enables AI assistants to search, read, and download attachments from Gmail usin…
N/A N/A
38732
JiayuuWang
Enables AI assistants to interact with Vercel API for managing projects, deploy…
38733
ricardosouza.comercial
avaliabem Claim
N/A N/A 95
38734
emmanuel39hanks
Payment rails for AI agents. Pay merchants in USDC on Base. Dual-protocol: x402…
38735
niradler
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
N/A N/A
38736
xianman
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
38737 N/A N/A 95
38738
andraderaul
Provides real-time access to League of Legends esports data including live matc…
38739
gbs-toolkit
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
N/A N/A
38740
wyre-technology
MCP server for Datto RMM, enabling Claude to interact with devices, sites, aler…
38741
twomasc
TaskPile Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
38742
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries to view mer…
81
38743
miloira
Enables AI assistants to inspect and automate Windows desktop UI elements by ex…
N/A N/A
38744
dhtim135
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
N/A N/A
38745
ianaleck
MCP server for the WhatsApp Cloud API via pywa. Auto-discovers ~100 tools — sen…
38746
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
38747
AliProgrammin
MCP server that lets AI agents call APIs without ever seeing the credentials, u…
N/A N/A
38748
parlay-run
Parlay Claim
Remote MCP server for prediction markets — search and compare live odds across …
38749
rkashyapa
qualitastech Claim
N/A N/A 95
38750
isteamhq
MCP server for LinkedIn that enables AI agents to post, comment, like, and mana…
Showing 38701–38750 of 40750 servers
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