MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56601
monomcp
A unified MCP layer that serves organization toolkits as MCP endpoints with per…
56602
manza7014
tingyun-mcp Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
56603
Rumblingb
Enables AI agents to create, sign, and enforce binding agreements with delivera…
N/A N/A
56604
marshm3ll0Ic3
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
56605
sGuNk13
kuriflow-mcp Claim
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per …
N/A N/A
56606
wenmaubipo
Exposes BIPO attendance tools (clock punch, leave/OT requests, approvals, repor…
56607
lklkxcxc
Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira…
56608
verzth
Wraps the n8n self-hosted REST API to let Claude and MCP-compatible LLMs manage…
N/A N/A
56609
jabbawocky
StatusCraft Claim
Live operational status for 2,400+ major software services — AWS, GitHub, Strip…
56610
shantur
Jarvis MCP Claim
Enables voice conversations with AI assistants directly in the browser, support…
N/A N/A
56611
redhat-community-ai-tools
Enables users to interact with Prow CI/CD systems, retrieving build logs and di…
56612
CSOAI-ORG
cisa-kev-mcp Claim
CISA Known Exploited Vulnerabilities feed + remediation deadlines for US federa…
N/A N/A
56613
klappy
Mints short-lived, scoped GitHub App installation tokens on demand for AI agent…
56614
Paillat-dev
topgg-mcp Claim
Enables AI assistants to manage Top.gg bot or server listings, including updati…
N/A N/A
56615
jonybur
mcp-server Claim
stories.yaml — an open specification for software requirements, enforced by CI.
N/A N/A
56616
chadthornton
upnote-mcp Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
N/A N/A
56617
David-IABB
Enables insurance policy analysis, risk assessment, and policy comparison with …
N/A N/A
56618
LynkByte
ensemble-mcp Claim
An MCP server providing intelligence infrastructure for AI agent pipelines, inc…
N/A N/A
56619
laravel
Enables interaction with a read-later and link sharing social feed app, allowin…
56620
catinair
Enables AI to execute RPA applications and workflows through the Model Context …
56621
aether-platform
Enables AI agents to manage Supervisord processes (start, stop, restart, view l…
N/A N/A
56622
CoReason-AI
CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federat…
N/A N/A
56623
fadhilmayati
Audits KiCad PCB designs against South-East Asian fab capabilities using an IPC…
N/A N/A
56624
Leandroglez39
This repository provides a template for creating MCP servers with Python, inclu…
N/A N/A
56625
js2005happy
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
N/A N/A
56626
benhodgson87
MCP server for interacting with Fireboard BBQ temperature monitoring. Enables q…
56627
bbiyakfather
mfds-mcp Claim
Enables searching and retrieving current Korean Food and Drug Administration (M…
56628
Ayush-Sadekar
codelore-mcp Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
N/A N/A
56629
zaferdace
Bridge Figma designs to any platform with structured specs for Unity, React, Fl…
56630
AarushiG09
Enables appending text to Google Docs and creating Gmail drafts with interactiv…
N/A N/A
56631
Dante-tx
Enables SAP ABAP development workflows including ADT login, object search, read…
N/A N/A
56632
ebrandler
McPortfolio Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
N/A N/A
56633
moritzhwnr
imessage-mcp Claim
Read-only MCP server for your iMessage DB. No hosted service.
N/A N/A
56634
AINative-Studio
Enhanced MCP knowledge graph memory server with cloud persistence and semantic …
56635
kujirahand
Enables AI agents to send text messages and images to Discord channels via webh…
56636
yzheeng
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
N/A N/A
56637
bodyegypt
Official remote MCP server for Lobby, the bilingual AI receptionist. Five free …
56638
musictechlab
This MCP server enables users to manage Codemagic CI/CD builds directly from Cl…
56639
JustinGZJ
MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
N/A N/A
56640
quantumsoftwarelab
Build Nanograph datasources from Markdown or PDF corpora and serve them through…
N/A N/A
56641
bjan
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
N/A N/A
56642
JINA-CODE-SYSTEMS
Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
56643
andyleimc-source
MCP server for WeCom customer contact API, enabling LLMs to manage customers, t…
56644
Picaresco
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
N/A N/A
56645
jsynowiec
airly Claim
Enables natural language interaction with air quality data from Airly, includin…
56646
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
56647
CSOAI-ORG
ISO/IEC 42005:2025 AI Impact Assessment MCP — first international standard for …
56648
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
N/A N/A
56649
jpazvd
MCP server for UNICEF child development statistics. Query 790+ child-focused in…
56650
ai-seer
Facticity AI Claim
Real-time, multi-modal fact-checking for AI systems. Facticity AI verifies cla…
81
Showing 56601–56650 of 56925 servers