MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51651
fadhilmayati
Audits KiCad PCB designs against South-East Asian fab capabilities using an IPC…
N/A N/A
51652
Leandroglez39
This repository provides a template for creating MCP servers with Python, inclu…
N/A N/A
51653
js2005happy
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
N/A N/A
51654
benhodgson87
MCP server for interacting with Fireboard BBQ temperature monitoring. Enables q…
51655
bbiyakfather
mfds-mcp Claim
Enables searching and retrieving current Korean Food and Drug Administration (M…
51656
Ayush-Sadekar
codelore-mcp Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
N/A N/A
51657
zaferdace
Bridge Figma designs to any platform with structured specs for Unity, React, Fl…
51658
AarushiG09
Enables appending text to Google Docs and creating Gmail drafts with interactiv…
N/A N/A
51659
Dante-tx
Enables SAP ABAP development workflows including ADT login, object search, read…
N/A N/A
51660
ebrandler
McPortfolio Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
N/A N/A
51661
moritzhwnr
imessage-mcp Claim
Read-only MCP server for your iMessage DB. No hosted service.
N/A N/A
51662
AINative-Studio
Enhanced MCP knowledge graph memory server with cloud persistence and semantic …
51663
kujirahand
Enables AI agents to send text messages and images to Discord channels via webh…
51664
yzheeng
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
N/A N/A
51665
bodyegypt
Official remote MCP server for Lobby, the bilingual AI receptionist. Five free …
51666
musictechlab
This MCP server enables users to manage Codemagic CI/CD builds directly from Cl…
51667
JustinGZJ
MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
N/A N/A
51668
quantumsoftwarelab
Build Nanograph datasources from Markdown or PDF corpora and serve them through…
N/A N/A
51669
bjan
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
N/A N/A
51670
JINA-CODE-SYSTEMS
Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
51671
andyleimc-source
MCP server for WeCom customer contact API, enabling LLMs to manage customers, t…
51672
Picaresco
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
N/A N/A
51673
jsynowiec
airly Claim
Enables natural language interaction with air quality data from Airly, includin…
51674
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
51675
zyndai
MCP server for AgentDNS that allows Claude or any MCP client to register a pers…
N/A N/A
51676
Uplink Claim 1
Automate a real, logged-in browser on your own device — no stored credentials, …
N/A N/A 81
51677
dingdawg
agent-wallet Claim 1
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
N/A N/A 81
51678
stevenayl
An MCP server that integrates with Missive App allowing users to create, manage…
N/A N/A 95
51679
paulieb89
Once connected, your AI agent can: Check any UK company — directors, sharehold…
51680
BoonieX
Model Context Protocol server for Telegram. Let AI read, search, send, and forw…
51681
Low-Latency-Labs
Nocticas Claim
Browser QA agent that won't return a false green: verified PASS/FAIL + access-c…
51682
theishangoswami
Enables AI assistants like Claude to perform web searches using the Exa AI Sear…
51683
Gregarrific
A personal MCP server that gives Claude native access to YNAB budget data.
51684
jarekpiot
provenonce Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
N/A N/A 95
51685
TheSameAbramovych
mcp-server Claim
AI agents read & send email, manage mailboxes, domains and webhooks via the QMa…
51686
cmendezs
mcp-ksef-pl Claim
Polish e-invoicing MCP: KSeF API v2, FA(3)/FA(2) XML, Peppol BIS 3.0, NIP/REGON…
N/A N/A
51687
CSOAI-ORG
Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, N…
N/A N/A 95
51688
CSOAI-ORG
readme-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51689
devcheyannagraham
FileMCP Claim
Minimal MCP file server for safe file operations under a local AgentFiles direc…
N/A N/A
51690
MCP server for Appium mobile automation on iOS and Android devices with test cr…
N/A N/A 81
51691
jimmytbc
A grounded Singapore travel-planning brain for your AI personal assistant.
51692
kml-einerd
Generates AI images using Google Imagen directly in Claude Desktop, with automa…
81
51693
design-smith
MuntuAI Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
51694
Bigred97
aihw-mcp Claim
Query the AIHW in plain English — mortality, cancer, health spend, hospital wai…
N/A N/A
51695
Edwson
Enables AI agents to access design system tokens and component contracts throug…
N/A N/A
51696
forge-treasury
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent t…
51697
addiinnocent
Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no acc…
N/A N/A
51698
jackmmaher
SIC Codes UK Claim
UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.…
51699
astafford8488
AgentAegis Claim
Pay-per-call cybersecurity for AI agents: vuln scans, threat intel, compliance,…
51700
connor
penni-mcp Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
N/A N/A 95
Showing 51651–51700 of 56925 servers