MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33201
IntentGuardLabs
Enables AI agents to submit Ethereum transactions with on-chain outcome protect…
N/A N/A
33202
flowboard
flow2 Claim
Design mobile-first presentations — create, edit, preview, and publish from you…
33203
MCP server for Nginx Proxy Manager with full API coverage (43 tools)
N/A N/A 81
33204
emmanueltsallis
Local-first MCP server for discovering, downloading, and analyzing official IBG…
N/A N/A
33205
RyanAlberts
Agent-harness picks, search, and decision guides over a curated, weekly-rescore…
N/A N/A
33206
Eltortilla1
Structural code context server for AI agents — compressed symbol indexes, depen…
N/A N/A
33207
LokiMCPUniverse
Exposes a Jenkins controller's REST API to MCP-compatible clients, enabling job…
33208
AlexlaGuardia
Vigil Claim
MCPWatch: observability for MCP servers. One line instruments any Python MCP se…
33209
galatanovidiu
Enables WordPress content management (posts, metadata, taxonomies, Gutenberg bl…
33210
CSOAI-ORG
env-manager-ai-mcp MCP server by MEOK AI Labs
N/A N/A
33211
CraftyFormsMCP Claim 1
Create and manage forms, collect submissions — a headless form builder powered …
N/A N/A 81
33212
darrenlopez
obsidian-mcp Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
N/A N/A
33213
sanjaypsachdev
A secure MCP server that enables AI assistants to execute commands on remote se…
33214
samihalawa
Enable seamless interaction with the Wuolah platform to post educational conten…
N/A N/A 95
33215
Desearch-ai
Desearch AI Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
N/A N/A 95
33216
khshanovskyi
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
33217
proflulab
Enables conversion between multiple document formats including Markdown, HTML, …
N/A N/A 95
33218
marlonsena
Enables AI assistants to control a browser through a set of tools, allowing the…
N/A N/A
33219
Chronary
Chronary Claim
Calendar API for AI agents: events, availability, Google/Microsoft setup, sched…
33220
Paul-Orlando
Enables web search, URL content extraction, arithmetic calculation, and report …
33221
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
N/A N/A
33222
meloliva14
Verity MCP Claim
MCP server exposing Verity's trust checks as tools (verify_fact, detect_injecti…
33223
mso-docs
An AI-powered documentation navigator that enables intelligent search, summariz…
N/A N/A
33224
ThinkCol
Bridges AI agents to the Lenx.ai social media monitoring API, enabling task man…
33225
JamesANZ
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
N/A N/A
33226
BrandCast-Signage
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
81
33227
andhit-r
Enables management of n8n workflows, executions, credentials, tags, and variabl…
33228
googlarz
signal-mcp Claim
Full Signal messenger MCP server and CLI. Send/receive messages, manage groups …
N/A N/A
33229
Yarmoluk
Enables persistent, graph-based memory for AI agents, allowing them to store, t…
N/A N/A
33230
openascot
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ g…
81
33231
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
81
33232
MCP server for Appium mobile automation on iOS and Android devices with test cr…
N/A N/A 81
33233
ReadyAPIs-com
Ready APIs Claim
MCP tools for geo, email, phone, company, DNS, FX, equities, weather, tax, econ…
33234
cool_web_tool
Run **full SEO site audits** from ChatGPT and other MCP clients via **Cool Web …
N/A N/A 95
33235
getjavelin
ramparts Claim
A comprehensive security scanner for MCP servers with YARA rules and static ana…
86
33236
OverQuotaAI
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
81
33237
blong-dev
The public record of local government: what your officials actually say and do,…
33238
permanu
SuperSkill Claim
Runtime intelligence layer for AI agent skills that scores, resolves, and loads…
N/A N/A
33239
WenyuChiou
research-hub Claim
Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, ve…
N/A N/A
33240
tskovlund
mcp-score Claim
AI-powered music notation server that lets you create and edit scores using nat…
N/A N/A
33241
vedangvatsa123
cvinbio Claim
Search professional profiles from the CVin.Bio talent database.
N/A N/A 95
33242
muaaa99-sketch
kabu-mcp Claim
A secure, read-only MCP server that connects Claude Desktop to TradingView Desk…
N/A N/A
33243
Shubochandrosarker
bridgistic Claim
Connect Claude to WordPress safely: signed requests, scoped keys, approvals, lo…
N/A N/A
33244
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
81
33245
AiAgentKarl
MCP server giving AI agents access to real-time aviation data — live flight tra…
33246
kcaitech
A server based on Model Context Protocol that processes and parses design files…
N/A N/A 95
33247
klei30
gmailmcp Claim
N/A N/A 95
33248
andreeagheorghe
rag-server Claim
Local MCP server that provides a search_documents tool to query a RAG pipeline …
N/A N/A
33249
Thebeatkicks
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
N/A N/A
33250
bharathmadvar123
Enables secure Kubernetes operations with configurable security modes, supporti…
Showing 33201–33250 of 64728 servers
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