MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28501
agraciag
patxin Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
N/A N/A 83
28502
initia-labs
Initia MCP Claim
Enables interaction with the Initia blockchain ecosystem across L1 and L2 rollu…
28503
delty-inc
Enable AI assistants to perform real-time web searches, academic paper searches…
N/A N/A 95
28504
cocaxcode
logbook-mcp Claim
Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions…
N/A N/A
28505
Fuglys
Enables real-time data streaming through Server-Sent Events with timestamp broa…
81
28506
twhid
first-dibs Claim
N/A N/A 95
28507
inspizzz
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
81
28508
Archie0125
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
28509
PRDicta
Identity infrastructure for AI agents. Evolving persona, session continuity, se…
N/A N/A
28510 N/A N/A 95
28511
Pritrj
A production-ready Model Context Protocol server built with FastAPI, featuring …
81
28512
brandonbosco
Build custom API integrations quickly with this ready-to-use MCP server templat…
N/A N/A 95
28513
Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
N/A N/A
28514
Gmail Claim 2
Gmail integration with OAuth authentication, message search, batch operations, …
N/A N/A 61
28515
timkulbaev
mcp-gmail Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
81
28516
seungil
우리 팀에 상황에 맞는 사업 입찰 공고를 나라장터에서 찾아주고 추천해주는 MCP입니다.
81
28517
Studio-Moser
shelbymcp Claim
Knowledge-graph memory server for AI tools via MCP
N/A N/A
28518
shadowkat-xsp
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
81
28519
wenjiachengy
Enables secure interaction with MySQL databases through listing tables, reading…
81
28520
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
N/A N/A
28521
Minimal MCP server for Ghost Security API - compatible with all MCP clients
N/A N/A 81
28522
replyio
Reply.io Claim
Reply.io is a sales engagement platform used by thousands of B2B sales teams to…
N/A N/A 95
28523
getformo
Formo MCP Claim
Formo makes analytics simple for DeFi apps so you can focus on growth. Get the …
N/A N/A 95
28524
wlkr73
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
81
28525
binhtrongg
A remote MCP server that enables searching for news articles on specific topics…
81
28526
vishnu-mouli-102408
Enables searching for keywords in files with support for case-sensitive/insensi…
N/A N/A 95
28527
drhelius
Gearboy Claim
Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP …
N/A N/A C
28528
botoi-mcp Claim
49 developer tools via MCP: DNS, WHOIS, IP lookup, JWT, hashing, QR, and more.
28529
lisamaraventano-spine
Provides a suite of 23 tools ranging from free developer utilities like UUID ge…
28530
sadfasdf
asdfas123 Claim
N/A N/A 95
28531
joandiazcapell
Shell Server Claim
A lightweight MCP server that provides AI assistants with access to a system's …
N/A N/A
28532
SilenceWuJ
An MCP-compliant server that enables the execution of pytest test suites and th…
28533
sebastian1747
Search for local businesses worldwide. Structured data optimized for AI agents.…
28534
apix420
apix420 Claim
N/A N/A 95
28535
adocal
Return any inbound message duplicated to enhance message processing workflows. …
N/A N/A 95
28536
Outlook Claim 2
Outlook integration with OAuth, message search, batch operations, and calendar …
N/A N/A 61
28537
npstorey
Open-source platform connecting AI assistants to government open data — MCP ser…
N/A N/A
28538
Luc0-0
GodProfile Claim
The ultimate AI Agent skillset. An official MCP Server packed with 16 world-cla…
N/A N/A
28539
jpoindexter
ableton-mcp Claim
Control Ableton Live with AI - 200+ tools via MCP, REST API, and Max for Live. …
N/A N/A
28540
escapeboy
AI Agent Mission Control with 200+ MCP tools. Manage agents, experiments, workf…
28541
MCP-Mirror
Enables reading and writing macOS system defaults and settings through commands…
N/A N/A 95
28542
rishabhg
groww Claim
N/A N/A 95
28543
deep-ai-kr
dev-mcp Claim
Browse directories and read files within a safe, configurable root. Pull accura…
N/A N/A 95
28544
promptforge Claim
Generate deployment-ready AI agent system prompts for professionals in one clic…
28545
Connects MCP-compatible AI agents to GT Protocol trading accounts, enabling nat…
N/A N/A
28546
sathergate
searchcraft Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
N/A N/A
28547
VautlixDevelopment
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
81
28548
Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs.…
N/A N/A
28549
mcp-fortress
Scan your connected services for vulnerabilities and malicious code. Monitor ru…
N/A N/A 95
28550
telitask-mcp Claim
TeliTask MCP server — manage contacts, tasks, and calls from AI assistants
N/A N/A
Showing 28501–28550 of 30006 servers
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