MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38851
NextHeberg
Enables AI-powered project management by connecting Claude to Planka kanban boa…
38852
solomonneas
reelgrep-mcp Claim
MCP server for reelgrep - browse and search your local video library from any M…
N/A N/A
38853
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
38854
jbenshetler
RAGex Claim
Gives Claude semantic search superpowers to find and reuse existing patterns in…
N/A N/A
38855
subzeroid
lamatok-mcp Claim
MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live…
38856
Sarg338
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
N/A N/A 83
38857
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
N/A N/A 95
38858
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
N/A N/A
38859
JasonTulp
Integrates with Radarr and Sonarr to manage your media library, enabling search…
38860
janwilmake
x-crm-mcp Claim
N/A N/A 95
38861
luthersystems
Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English re…
38862
CSOAI-ORG
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
N/A N/A
38863
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
N/A N/A
38864
dmae97
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
N/A N/A
38865 N/A N/A 95
38866
koorosh-alt
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
81
38867
Whatsonyourmind
modelforge Claim
Bulge-tier financial model factory — live formulas, source-traced cells, 14 tem…
N/A N/A
38868
vedangvatsa123
cvinbio Claim
Search professional profiles from the CVin.Bio talent database.
N/A N/A 95
38869
amehiny
Free invoice generator — create pre-filled invoice URLs with taxes, discounts, …
N/A N/A
38870
0GiS0
A demonstration MCP server that shows how to use elicitations to ask users for …
N/A N/A
38871
Daily ecommerce revenue, inventory, listing, shipping, and restock operations i…
N/A N/A 81
38872
theSynthOS
SynthOS Claim
AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …
81
38873
steven0lisa
A comprehensive MCP server for Dataiku DSS integration, providing Claude Code w…
38874
emqx
A Model Context Protocol server for AI agents to discover and control IoT devic…
38875
benedikt-mh4x
AI cover letter generation for agents. 5 composable tools that analyze job post…
81
38876
MaartenSmeets
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
N/A N/A
38877
axel-belfort
New Solana token launch scanner API for AI agents. Monitor new token deployment…
81
38878
agentpatternscatalog
Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding a…
38879
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
38880
dingdawg
Universal governance layer for AI agents — MCP-native, fail-closed, LNN interpr…
38881
event4u-app
agent-memory Claim
A persistent, trust-scored project memory for AI coding agents, backed by Postg…
38882
roger
roger Claim
N/A N/A 95
38883
saihiteesh
MCP Atlassian Claim 1
A Model Context Protocol server that enables interaction with Atlassian product…
N/A N/A 95
38884
flowluap
Enables image generation, editing, and description using Ideogram AI's models t…
38885
matt.ferrante
alkemi-mcp Claim
Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks…
N/A N/A 95
38886
sherweb-development
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
38887
geraservicesuk
mcp-gerajobs Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
N/A N/A 95
38888 N/A N/A 95
38889
smythmyke
GovToolsPro Claim
GovToolsPro MCP Server — an MCP server that gives Claude and other AI clients w…
38890
kkruglik
A Model Context Protocol server that enables LLMs to interact with MLflow track…
38891
Realitim
Ultiplace Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
38892
taka392
ebay-mcp Claim
Enables interaction with eBay APIs for account verification, item search, and b…
38893
mcp-developers Claim 1
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
N/A N/A 69
38894
vertexhub-ai
Provides AI coding agents with persistent, long-term memory through local seman…
81
38895
BuyWhere
Search 1.5M+ products across 20+ platforms. Compare prices, find deals, browse …
38896
lwsinclair
Enables location-based services such as geocoding, reverse geocoding, finding n…
38897
DivoomDevelop
MCP server for Divoom LAN watchface APIs; read-before-write safe. V2 editor lin…
N/A N/A
38898
rakesh1002
namemyapp Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
81
38899
MLMecham
eda-mcp Claim
Enables exploratory data analysis through an MCP server, allowing AI assistants…
N/A N/A
38900
O-mega-Enterprise
founden-mcp Claim
Build your company over chat: website, app, and admin built in the cloud. One A…
N/A N/A 83
Showing 38851–38900 of 43430 servers
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