MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45301
ihiteshgupta
Enables reading, sending, searching, and managing Gmail through Claude using th…
N/A N/A
45302
alumnx-ai-labs
Provides agricultural intelligence tools for pest/disease lookup, government sc…
45303
Jasox1210
A tool that makes memories stored in ChatGPT accessible across various language…
N/A N/A 95
45304
gregcastro23
Converse with planetary-agent personas, council feeds & culinary debates from a…
N/A N/A
45305
befdaynow
beks Claim
N/A N/A 95
45306
algoglide
algoglide Claim
MCP server for AI coding editors — deploy and manage prediction-market trading …
N/A N/A
45307
rjlopezai
VERITAS Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
N/A N/A 95
45308
@jusik.lee.233
js_smithery-mcp Claim
N/A N/A 95
45309
clawmem-ai
An MCP server that leverages a GitHub-compatible API as a durable memory store …
N/A N/A
45310
MCP-Mirror
Provides detailed character analysis for text, counting total characters, chara…
N/A N/A 95
45311
Bubbii-NOH
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
45312
samueloladji
Vaultak Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
81
45313
Jing7ao
seedance-mcp Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
N/A N/A
45314
NengjiangLunpi
AStockEvent Claim
Structured A-share announcement event feed. 16 MCP tools, 13 event types.
45315
brandonbosco
Provides access to Civic Plus - See Click Fix, allowing you to interact with y…
N/A N/A 95
45316
skippedaga
yanifend-mcp Claim
Hosted MCP server for YaniFend, a WordPress feedback widget. Manage your questi…
45317
TheNextGenNexus
Search Redfin properties, get property details, and market statistics
N/A N/A 83
45318
fidgetcoding
Refero MCP Claim
Enables searching the Refero design catalog in plain English and generates DESI…
45319
KK6BZB
Bitcoin market intelligence MCP server. Exposes Signal Lord's composite gauge s…
45320
Meru-Fin-Tech
AI agents that automate bookkeeping, bank reconciliation, and month-end financi…
45321
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
81
45322
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
45323
Kabilan-G
Enables automated dental clinic loan verification by combining rule-based ID va…
N/A N/A 95
45324
jStrider
A Model Context Protocol server that enables Claude to interact with Gmail thro…
N/A N/A 95
45325
avellane-snit922
MCP server for the RustChain blockchain and BoTTube video platform, enabling AI…
N/A N/A
45326
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
45327
kongyo2
This MCP server provides detailed GitHub repository information by integrating …
81
45328
guillermo-salas
Ask the Market Anything. Stock & ETF Scoring Get the Danelfin AI Score (1–10) …
81
45329 N/A N/A 95
45330
wzh4464
Enables visual drag-and-drop editing of Mermaid diagrams through Claude, allowi…
N/A N/A
45331
arcframe-ai
arcframe-mcp Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
45332
Sangwxx
A local MCP server that enables AI clients to read ArcGIS Pro project informati…
N/A N/A
45333
IdaAkiwumi
Provides AI agents with real-time system monitoring and control for creative wo…
N/A N/A
45334
fjwood69
mori Claim
Mori (森) is a shared memory layer for AI coding agents — one that compounds.
45335
andrew-sondgeroth
Enables location intelligence for US ZIP codes, allowing users to search, profi…
45336
Sumvia
A stateless MCP server that provides an end_conversation tool for AI to leave a…
45337
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
45338
ozp
yfinance Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Yah…
45339
neuronik-io
drop Claim
Publishes HTML pages straight from your AI assistant to a shareable URL, then l…
45340
Freento
Freento MCP is a native Magento 2 extension that implements the Model Context P…
45341
cogspro1234
conclave Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
N/A N/A
45342
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
81
45343
smaniches
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
45344
UseCarly
carly-cli Claim
Agent-native MCP server for Carly, the AI scheduling assistant. Exposes 11 tool…
45345
sankalp51
A simple Model Context Protocol (MCP) server that allows LLMs to create and man…
N/A N/A
45346
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
45347
mobile.psy.div3r
ableton-mcp Claim
N/A N/A 95
45348
sebastiancoombs
Pay-per-call MCP server for checking MEV exposure, sandwich attacks, and pool M…
45349 N/A N/A 95
45350
va99
Starterbox Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
N/A N/A 95
Showing 45301–45350 of 45732 servers
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