MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40051
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
N/A N/A 81
40052
RenEra-ai
Secure MCP server for Boomi Platform API integration with Claude Code. Enables …
40053
xdevplatform
A local MCP server that exposes the X API (formerly Twitter API) as tools, enab…
N/A N/A
40054
oopsoplm
Enables LLM agents to automate red teaming operations with the AdaptixC2 framew…
40055
globalpocket
mcp-reranker Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
40056
jicoing
Extracts rich metadata from images including EXIF, GPS, IPTC, and XMP, with x40…
40057
biguxuzz
Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emai…
N/A N/A
40058
MichaelCrowe11
MCP server for the Crowe Logic platform, enabling mycology expertise chat, cult…
N/A N/A
40059
vinkius-labs
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
40060
atomixnmc
AI-native video composition and VFX engine that exposes its capabilities as MCP…
N/A N/A
40061
markusl
Production-grade MCP server for Statistics Finland's StatFin database. Enables …
40062
LioMatthys
DroidPilot Claim
Drive an Android phone over ADB and expose it to AI agents via MCP, enabling na…
N/A N/A
40063
AMR-DEV-PS
numertel-mcp Claim
Polish phone number lookup: who called, spam and scam checks, UKE DNO registry,…
40064
philip-hayden
An MCP server implementing the Wildlife Insights GraphQL API, providing natural…
N/A N/A
40065
shemshallah
Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle m…
40066
abecms
Enables running visual regression tests, polling results, and reading structure…
40067
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
40068
event4u-app
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
40069
universal-mcp
Enables interaction with Zenquotes's tools and services through a unified API, …
40070
henrikkvamme
folio-mcp Claim
Enables Claude to interact with a Folio business bank account for managing acco…
81
40071
ibaigv
Enables Claude to query and store private company notes through a MCP connector…
40072
nitsanavni
An MCP server for managing learning prompts, supporting both global and local l…
N/A N/A
40073
murphysean
mcp-firefox Claim
Connects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevT…
N/A N/A
40074
LXVault
mcp-rag Claim
Enables per-project, traceable access to a RAG knowledge base, with tools for s…
N/A N/A
40075
softvoyagers
Free privacy-first URL shortener API with analytics and link management. No API…
95
40076
Ultraner
Enables AI agents to interact with the Ultraner API for creating payments, refu…
40077
pipeworx-io
mcp-stat-ee Claim
Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables …
40078
zhurong2020
pyobfus Claim
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
N/A N/A 95
40079
sheares
A bug-fix fork of the EasyEDA Pro MCP bridge that resolves six upstream bugs in…
N/A N/A
40080
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
81
40081
patkretschmer
corviapp Claim
N/A N/A 95
40082
ciaran-finnegan
Enables governed agent access to Cortex XSIAM security operations APIs, includi…
40083
Kumaravel-V10
MCP server for AI agents to execute the complete NevioServiceCenter flight book…
40084
Slyke
A LAN-hosted MCP server for safely querying and managing OPNsense Dnsmasq DHCP …
40085
Fulviuus
Enables AI agents to interact with the Godot game engine, including project ins…
N/A N/A
40086
Agostynah
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
N/A N/A
40087
yhgun31
erpdevdb Claim
N/A N/A 95
40088
tao-izm
devpulse-mcp Claim
Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
N/A N/A
40089
ostinatocc
Bridges Aionis execution memory to MCP clients, enabling governed memory contex…
N/A N/A
40090
emreycolakoglu
TaskForge Claim
MCP server that enables AI agents to manage tasks, boards, lists, and comments …
40091
gdmkonsult
mcp.office Claim
Combined MCP server for Euro-Office DocumentServer enabling Word and PDF editin…
40092
zackbissell
A powerful AI-driven tool that helps developers create beautiful, modern UI com…
81
40093
adebayojuwon200-pixel
layergen-mcp Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
N/A N/A
40094
Pulkitgupta17
ClauseIQ Claim
A multi-agent AI system that reads Indian contracts, flags unfair clauses with …
40095
blackbirdai-team
Enables LLMs to access Blackbird AI's services through the Model Context Protoc…
40096
ahmedselimmansor-ctrl
A Model Context Protocol server for managing Oracle Cloud Infrastructure servic…
N/A N/A
40097
nextbillion-ai
Provides geolocation, routing, and navigation tools including geocoding, place …
40098
pipeworx-io
Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's …
40099
CodeAwareness
Team-aware memory for AI coding assistants that tracks intent, records decision…
N/A N/A
40100
GerritCodeReview
Enables interaction with Gerrit code review system via REST API, allowing langu…
N/A N/A
Showing 40051–40100 of 66534 servers
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