MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49351
dcostenco
prism-mcp Claim 1
Zero-config persistent memory for AI agents with local SQLite. Mind Palace web …
N/A N/A 75
49352
slavpilus
Enables customer support across e-commerce platforms by providing order managem…
49353
FradSer
Secure AppleScript execution for AI applications via Model Context Protocol wit…
N/A N/A
49354
alexanderop
Persistent memory management for Claude Code, allowing agents to store and retr…
N/A N/A
49355
First-party funnel, rage-click, checkout, A/B test, and page-speed CRO intellig…
N/A N/A 81
49356
pipeworx-io
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
49357
kindrat86
VC deal flow signals from GitHub engineering activity. Tracks startup commit ve…
49358
KinofSin
A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Mode…
N/A N/A
49359
SufiSR
MCP server for Rocket.Chat, enabling AI agents to interact with Rocket.Chat wor…
49360
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
49361
vetcoders
MCP server that enables AI to control macOS through AppleScript, JXA, and Autom…
N/A N/A
49362
SamerElhamdo
Enables AI assistants like Claude to manage Binance USDⓈ-M Futures trading thro…
N/A N/A
49363
DigitalSQR
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
49364
pursuitanand
A lightweight MCP server that exposes Jira issue operations (get, search, creat…
N/A N/A
49365
theagenticguy
Provides code intelligence for AI coding agents by indexing repositories into a…
N/A N/A
49366
eagleffz
A remote MCP server that serves versioned Enterprise & Architecture guidelines …
49367
cgmzfy
mcp111 Claim
N/A N/A 95
49368
Safefy-Pay
Safefy MCP Claim
Official MCP server for Safefy, enabling AI agents to manage PIX payments, with…
49369
clay-good
Rough Logic Claim
Always free field math and reference for the trades.
N/A N/A
49370
AiAgentKarl
MCP Server for agent and service discovery — register, search, rate, and manage…
N/A N/A
49371
kar69-96
agentpay Claim
AI agent payments with human approval. Local-first, encrypted credentials, budg…
N/A N/A 83
49372
aazizisoufiane
A production-grade MCP server providing a persistent Python REPL with multi-ses…
49373
CoveoSec
xsiam-mcp Claim
Exposes the entire Palo Alto Cortex XSIAM REST API (129 operations across 26 ca…
49374
shreyagobi
An LLM-powered vulnerability auditor for MCP servers that catches semantically-…
N/A N/A
49375
crablduck
一个基于Model Context Protocol的SQLite数据库查询服务,为AI应用提供标准化的数据库访问、安全的SQL查询执行以及表结构预览功能。
N/A N/A
49376
dbankscard
Enables interaction with the SkuVault inventory management system API for produ…
N/A N/A
49377
jrolstad
becu-mcp Claim
An MCP server that provides read-only access to your BECU accounts via browser …
N/A N/A
49378
hypeprinter007-stack
16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC …
49379
officechbusinessservices-creator
Enables searching and browsing a curated matrix of 100+ engineering tools by na…
49380
Deltologic
DataDoe MCP Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
49381
oluwatunmiseolatunbosun2001
logsift Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
81
49382
botverse
botverse Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
N/A N/A
49383
mariomosca
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
49384
CSOAI-ORG
Clinical Trials Ai MCP Server by MEOK AI Labs
N/A N/A
49385
SiftingIO
MCP server that provides access to SiftingIO market data, including live prices…
49386
nikolausm
Enables Claude to interact with email accounts via IMAP and SMTP, providing too…
N/A N/A
49387
dinh-ai-system-exe-com-vn
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
N/A N/A 95
49388
mcbuddy
mcp Claim
Local-first visual regression for AI agents: verdicts, diff images, explain_sna…
N/A N/A
49389
NicolasET
Connects LLMs to Google PageSpeed Insights to analyze web performance, accessib…
N/A N/A
49390
labrinyang
synai-relay Claim
An MCP server enabling AI agents to browse, claim, submit, and manage paid task…
49391
ravintambimuttu-eng
Exposes publisher journalism to LLMs and agent frameworks via search, retrieval…
N/A N/A
49392
juangb87
Integrates FlexOffers API v3 as an MCP server, enabling users to manage affilia…
N/A N/A
49393
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
49394
amotarao
Provides tools for managing GitHub sub-issues and milestones, including adding/…
N/A N/A
49395
matt07anderson
oeo Claim
N/A N/A 95
49396
doubledare704
MCP server for WhiteBit cryptocurrency exchange API, enabling market data retri…
49397
median-labs
US company filing obligations, plus a 25-check bookkeeping diagnostic. Sourced,…
49398
Ramsi-K
Discord MCP Claim
Enables AI assistants to interact with Discord servers, including listing serve…
N/A N/A
49399
magicstack-llp
Provides tools for searching, creating, and managing Indian Government Schemes …
49400
ai-engineers-guild
An MCP server for rental apartment aggregation, enabling geographic polygon sea…
N/A N/A
Showing 49351–49400 of 67226 servers
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