MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58651
mymcp
hexstrike-ai Claim
N/A N/A 95
58652
bradburch
mcp-auth-kit Claim
A production-minded MCP server kit that provides OAuth 2.1/PKCE authentication,…
58653
conorbronsdon
Search the Podcast Index: podcasts, episodes, person appearances, trending, fee…
N/A N/A
58654
HeBeiaa
MCP server deployed on EdgeOne Pages, providing a Streamable HTTP MCP server fo…
58655
rocnubie
Nano Banana Pro AI image editor free online. Create, edit, and enhance images b…
N/A N/A
58656
Jeretucu
Enables AI models to interact with Oracle Siebel CRM via its REST API, supporti…
58657
andrewconnell
senja-mcp Claim
An MCP server that enables AI assistants to list, retrieve, and create testimon…
N/A N/A
58658
itay1709
Enables AI assistants to interact with Atlassian Jira and Confluence, supportin…
58659
eloktev
Wraps the Remnawave API to provide per-operation MCP tools with mutation safety…
58660
Little-Grebe-Inc
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, a…
58661
srishtivverma
aistuff Claim
N/A N/A 95
58662
eduresser
Enables code execution in isolated Docker containers with persistent IPython, N…
N/A N/A
58663
ronsevetoci
MCP server for Oracle Container Engine for Kubernetes (OKE) that enables inspec…
N/A N/A
58664
kevinkiklee
MCP server that enables Claude Code to generate images using Google's Gemini im…
58665
pashaarshad
Provides 12 medical tools for symptom checking, lab report explanation, emergen…
58666
codeitalldev
codeitall Claim
Behavioral oracle for Rust crate APIs: runtime behavior, yank/advisory, depreca…
58667
sendpulse
SendPulse Claim
Empower AI agents with SendPulse email, CRM, chatbot, SMTP, and course automati…
58668
pamelafox
A Python MCP server that authenticates users via Microsoft Entra ID, stores per…
58669
Sept-7-Qi
A local browser automation bridge that connects AI agents like Claude to Chromi…
N/A N/A
58670
Jeffreytsai1004
Enables AI assistants to connect to and control Autodesk Maya for 3D modeling, …
N/A N/A 95
58671
anousss007
ng-blatui Claim
ng-blatui for Angular — search components, blocks, charts & templates and read …
58672
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
58673
glasswarp
Glasswarp Claim
Eyes and hands on real Windows PCs — observe, click, type via Glasswarp API.
58674
jcsepulveda
pmo-planner Claim
Enables interacting with Microsoft Planner and Project for the Web plans throug…
N/A N/A
58675
anishhs-gh
mail-mcp Claim
A self-hosted MCP server that gives AI agents full email superpowers.
58676
JackZhao98
A Model Context Protocol (MCP) server for browser automation using Playwright t…
N/A N/A
58677
fastmcp-me
Integrates with Video Jungle to allow LLMs to upload, search, edit, and generat…
58678 N/A N/A 95
58679
jmilinovich
Grove Claim
An open-source MCP server that makes your Obsidian vault accessible from any AI…
58680
Bye-666
A pluggable, observable modular RAG service framework that exposes tool interfa…
N/A N/A
58681
Gato513
kicad-mcp Claim
Enables LLM agents to operate on KiCad by reading compressed schematics (TOON f…
N/A N/A
58682
Andrianagnostic63
Enables searching Turkish patent, trademark, and industrial design data via the…
58683
fanghaoling
Multi-model adversarial design review MCP server that distributes design docume…
N/A N/A
58684
thanakon228
VoxelForge Claim
A voxel editor with MCP bridge enabling AI agents to create and edit 3D models,…
N/A N/A
58685
sopyk
Enables AI agents to manage Docker containers through a secure MCP interface, s…
81
58686
AnCode666
multiCAD-mcp Claim
Controls CAD applications (AutoCAD, ZWCAD, etc.) via AI assistants through the …
N/A N/A
58687
OhaoTech
A local MCP server plus a bundled Godot editor addon that lets an AI agent crea…
N/A N/A
58688
dgalarza
Enables interaction with the Buttondown newsletter API for managing emails, sub…
58689
zer0-kr
Unified MCP server integrating NIST and OWASP security frameworks with live vul…
58690
zekebuilds-lab
Minimal MCP server demonstrating L402 pay-per-call with Depth-of-Identity reput…
58691
thefranceway
mcp-ad4m Claim
Enables Claude Code with persistent semantic memory, cross-session context, and…
N/A N/A
58692
Balakonda-reddy
Local MCP server that scans code for security issues (secrets, dependencies, co…
N/A N/A 95
58693
fritzprix
An immersive Role-Playing Game server built on the Model Context Protocol for i…
N/A N/A
58694
unaibamir
A free WordPress plugin that turns your site into a governed MCP server, exposi…
58695
HeetSanghani
Enables AI assistants to manage Gmail and Outlook inboxes through natural langu…
N/A N/A
58696
OLGTX303
Enables autonomous forensic investigation of disk images by mounting evidence, …
N/A N/A
58697
Ucode-io
An MCP server generated from Postman API requests, enabling natural language in…
N/A N/A
58698
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
58699
ctxray
ctxray Claim
Context intelligence for AI coding sessions. 7 MCP tools to score, compare, com…
N/A N/A 95
58700
localhost433
An HTTP Model Context Protocol (MCP) server exposing iCloud Calendar (CalDAV) t…
Showing 58651–58700 of 66484 servers