MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51651
MichaelCrowe11
MCP server for the Crowe Logic platform, enabling mycology expertise chat, cult…
N/A N/A
51652
vinkius-labs
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
51653
RenEra-ai
Secure MCP server for Boomi Platform API integration with Claude Code. Enables …
51654
philip-hayden
An MCP server implementing the Wildlife Insights GraphQL API, providing natural…
N/A N/A
51655
AMR-DEV-PS
numertel-mcp Claim
Polish phone number lookup: who called, spam and scam checks, UKE DNO registry,…
51656
LioMatthys
DroidPilot Claim
Drive an Android phone over ADB and expose it to AI agents via MCP, enabling na…
N/A N/A
51657
markusl
Production-grade MCP server for Statistics Finland's StatFin database. Enables …
51658
henrikkvamme
folio-mcp Claim
Enables Claude to interact with a Folio business bank account for managing acco…
81
51659
universal-mcp
Enables interaction with Zenquotes's tools and services through a unified API, …
51660
tac0de
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
N/A N/A
51661
abecms
Enables running visual regression tests, polling results, and reading structure…
51662
event4u-app
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
51663
LXVault
mcp-rag Claim
Enables per-project, traceable access to a RAG knowledge base, with tools for s…
N/A N/A
51664
murphysean
mcp-firefox Claim
Connects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevT…
N/A N/A
51665
nitsanavni
An MCP server for managing learning prompts, supporting both global and local l…
N/A N/A
51666
pipeworx-io
mcp-stat-ee Claim
Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables …
51667
zhurong2020
pyobfus Claim
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
N/A N/A 95
51668
ciaran-finnegan
Enables governed agent access to Cortex XSIAM security operations APIs, includi…
51669
patkretschmer
corviapp Claim
N/A N/A 95
51670
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
81
51671
sheares
A bug-fix fork of the EasyEDA Pro MCP bridge that resolves six upstream bugs in…
N/A N/A
51672
junter1989k-ai
Algeria payments for AI agents — EDAHABIA / CIB via Chargily Pay. Never holds f…
51673
Agostynah
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
N/A N/A
51674
Fulviuus
Enables AI agents to interact with the Godot game engine, including project ins…
N/A N/A
51675
Slyke
A LAN-hosted MCP server for safely querying and managing OPNsense Dnsmasq DHCP …
51676
Kumaravel-V10
MCP server for AI agents to execute the complete NevioServiceCenter flight book…
51677
crismardev
A deployable MCP server on Cloudflare Workers that enables tool integration wit…
81
51678
JustinGZJ
MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
N/A N/A
51679
emreycolakoglu
TaskForge Claim
MCP server that enables AI agents to manage tasks, boards, lists, and comments …
51680
zackbissell
A powerful AI-driven tool that helps developers create beautiful, modern UI com…
81
51681
ostinatocc
Bridges Aionis execution memory to MCP clients, enabling governed memory contex…
N/A N/A
51682
gdmkonsult
mcp.office Claim
Combined MCP server for Euro-Office DocumentServer enabling Word and PDF editin…
51683
tao-izm
devpulse-mcp Claim
Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
N/A N/A
51684
yhgun31
erpdevdb Claim
N/A N/A 95
51685
nextbillion-ai
Provides geolocation, routing, and navigation tools including geocoding, place …
51686
Pulkitgupta17
ClauseIQ Claim
A multi-agent AI system that reads Indian contracts, flags unfair clauses with …
51687
ahmedselimmansor-ctrl
A Model Context Protocol server for managing Oracle Cloud Infrastructure servic…
N/A N/A
51688
blackbirdai-team
Enables LLMs to access Blackbird AI's services through the Model Context Protoc…
51689
lleontor705
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
N/A N/A
51690
AxT-Team
Uapi Mcp Claim
Official MCP server for the uapis.cn API platform, providing over 100 endpoints…
N/A N/A
51691
strommy76
agent-broker Claim
Enables multi-agent communication workflows with consensus arbitration, peer me…
51692
GerritCodeReview
Enables interaction with Gerrit code review system via REST API, allowing langu…
N/A N/A
51693
CodeAwareness
Team-aware memory for AI coding assistants that tracks intent, records decision…
N/A N/A
51694
pipeworx-io
Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's …
51695
sandersouza
Enables MCP-compatible agents to interact with Grafana instances for searching,…
51696
Yash-synergy
A simple MCP server that provides basic calculator operations such as add, subt…
N/A N/A
51697
CSOAI-ORG
AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Ja…
N/A N/A 81
51698
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
51699
thundersoft-td
MCP server integrating VolcEngine for automatic speech recognition (ASR) and te…
51700
Whatsonyourmind
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
81
Showing 51651–51700 of 66502 servers