MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58201
azickri
Enables AI assistants to manage Repliz workspaces via natural language, includi…
81
58202
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
58203 N/A N/A 95
58204
hidechae
Enables searching and retrieving Zendesk Help Center articles through natural l…
58205
PDF Kit Claim 1
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
N/A N/A 81
58206
Fistacho
MCP server for Home Assistant — 202 tools across 21 domains; full control of yo…
N/A N/A
58207
PurinNyova
Enables text-to-image generation using the api.airforce API, with a generate_im…
58208
realiti4
A small MCP server that gives agents rich context about a YouTube video — its t…
58209
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
58210
Aarul5
jira-pilot Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
N/A N/A
58211
darknodebros
Conectica Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
N/A N/A
58212
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
81
58213
yshngg
pmcp Claim
A Prometheus Model Context Protocol Server.
81
58214
null
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
81
58215
Vangardo
MCP Hub Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
58216
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
58217
KK9457
czxs5 Claim
N/A N/A 95
58218
FoundryNet
Government contract search and federal procurement data: SAM.gov opportunities …
58219
eventtrader
EventTrader Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
N/A N/A
58220
sahilyadav902
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
N/A N/A
58221
denys-ispaniuk
Enables AI assistants to interact with TestRail test management system, support…
58222
Youhai020616
MCP server for automating Xiaohongshu (RED Note). Publish posts, search content…
N/A N/A 95
58223
cloudy-sfu
MCP server which collects data from www.xiaohongshu.com social media
N/A N/A
58224
lm203688
Enables AI to read Feishu documents, send messages, and manage calendars with a…
58225
gabrielmrojas
An MCP server for PDF utilities including text extraction, metadata, merge/spli…
58226
soydachi
An MCP server that automates CI/CD pipeline creation, analysis, and security en…
58227
ftaricano
Enables file and site management across OneDrive and SharePoint via Microsoft G…
58228
BrianDeacon
cosmosdb-mcp Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
58229
stormdotcom
users-mcp Claim
A user management MCP server that enables CRUD operations on users stored in a …
N/A N/A
58230
new69toss
Enables structured problem-solving through sequential thinking stages with pers…
N/A N/A 95
58231
adelaidasofia
WhatsApp MCP Claim
WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, …
N/A N/A
58232
mso-docs
An AI-powered documentation navigator that enables intelligent search, summariz…
N/A N/A
58233
pubspro
regsub-mcp Claim
MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
58234
mafzal786
A quickstart template to build and deploy a remote MCP server on Azure Function…
58235
devsully
A platform that transforms AI development with intelligent context management, …
N/A N/A 95
58236
musel25
A template to deploy a remote MCP server on Cloudflare Workers without authenti…
N/A N/A
58237
FangYuan33
An MCP server for intelligently reading Java source code, supporting extraction…
N/A N/A
58238
CSOAI-ORG
Agent Delegation MCP Server by MEOK AI Labs
58239
kirkwat
A minimal MCP server that auto-generates tools from your OpenAPI spec, optimize…
58240
henrychong-ai
A reasoning orchestration MCP server that enables tree-of-thoughts thinking, mu…
N/A N/A
58241
CSOAI-ORG
mitre-atlas-mcp Claim 1
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
N/A N/A 81
58242
Sufian73
Generate random numbers and recall the last one to test stateful workflows. Acc…
N/A N/A 95
58243
org-mobicycle-ee
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
N/A N/A
58244
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
81
58245
weiyueli7
Extract structured insights from personal and organizational profile pages. Sea…
N/A N/A 95
58246
prooflayer
Security scanner MCP server that protects AI coding agents from generating vu…
N/A N/A 95
58247
yashhsm
A Model Context Protocol server that enables seamless integration with Polymark…
N/A N/A
58248
reka-ai
Enables AI agents to upload, index, search, and analyze videos through the Reka…
58249
rdcahalane
genome-map Claim
Access industrial fingerprint data for insight into supply chain and company pe…
58250
jagypus
signal-mcp Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
N/A N/A
Showing 58201–58250 of 58579 servers