MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38651
vew-mcp Claim 1
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
N/A N/A 81
38652
FBRMike
Connects Claude to the Hospitable API v2 for managing vacation rental propertie…
38653
envigoinnovations
Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 4…
38654
SLAtech-IL
mediora-mcp Claim
Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU…
38655
spxrtiat111
2Sense Claim
Enables Claude to analyze short-form video ads by extracting frames, audio, and…
N/A N/A
38656
homemade-software-inc
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with…
38657
laoyouf
tianqi Claim
N/A N/A 95
38658
gasio-ai
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
N/A N/A
38659
hrushikeshkothem
Enables natural language filesystem operations (create, list, delete directorie…
N/A N/A
38660
oktopeak
filevine-mcp Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
N/A N/A
38661 N/A N/A 95
38662
dominion525
familiar-mcp Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
N/A N/A
38663
Palmerschallon
emberverse Claim
A living knowledge graph to read, think against, and leave a deposit in that ou…
38664
codenikhildr
Forgeline Claim
Read-only Modbus TCP monitoring server that exposes safe MCP tools for AI agent…
38665
dbsxortime
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
N/A N/A
38666
a6a27shen
a6a27 Claim
N/A N/A 95
38667
takeshijuan
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
38668
omeirhaeghe
A weather-reactive MCP server that renders rich Open-Meteo weather widgets and …
38669
feedico-io
MCP server that turns AI IDEs into a Feedico coupon agent, enabling natural lan…
38670
Samqra
ocr Claim
Arabic-first OCR, translation and document extraction. First call mints a free …
38671
rwinkler0112
Enables remote MCP access to math tools with OAuth authentication, deployable o…
38672
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
38673
flamingo8006
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
N/A N/A
38674
snehalsaurabh
An MCP server that integrates with Google Places API to enable AI clients to se…
38675
p-w-4-z
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
38676
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
N/A N/A
38677
sbroenne
Enables AI assistants to generate AI avatar videos, manage templates, and work …
38678
Gafoor2005
Enables AI assistants to perform intelligent browser automation with session-ba…
N/A N/A
38679
joshdougall
memory-mcp Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
38680
w4zu
impots-mcp Claim
Transforms Claude into a French tax assistant specialized in French taxation, c…
N/A N/A
38681
billingserv
mcp Claim
BillingServ MCP server for customers, invoices, orders, packages, licenses, and…
N/A N/A
38682
portofcams
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
38683
bencousins22
ok Claim
N/A N/A 95
38684
kelnix
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
81
38685
astafford8488
pitchiq-mcp Claim
Agent-native CRM + get-booked platform. Operate over MCP, or pay per call via x…
38686
lazymac2x
Cloudflare Workers MCP server: color-palette
38687
studiolab-dev
gency-lite Claim
Generate Amazon-style A+ Content and AI product images from product photos.
38688
clemensjl
agentfenster Claim
Windows GUI automation on a hidden second desktop, driven from Claude Code over…
N/A N/A
38689
attilad
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
81
38690
jbarket
loom Claim
Provides persistent identity and memory for AI agents across MCP-compatible har…
N/A N/A
38691
kimjin8
Call For Me Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
38692
alejandro-ao
MCP server providing access to the GNews API for fetching news articles and hea…
38693
iflow-mcp
An MCP server that provides expert knowledge on the OpenAI API, powered by RAG.…
38694
niharxavier
A remote MCP server that lets your Poke agent create and edit Google Docs.
38695
smochan
Multi-language code-graph MCP server with 18 tools for structural code queries …
N/A N/A
38696
CSOAI-ORG
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
N/A N/A
38697
nhattan-dev
A cloud backend for a voice assistant that processes natural language commands,…
38698
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
38699
AppFreeticket
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
38700
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
Showing 38651–38700 of 67181 servers
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