MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22351
igot-ai
Integrates with the Datalog Studio REST API to explore projects, tables, and as…
F 25 44 86 62 33 76
22352
SecurityRonin
alaya-mcp Claim 1
Local memory engine for AI agents with knowledge graphs, forgetting, and semant…
F 25 43 60 68 N/A 78 81
22353
laica-ayudavets
Enables interaction with the Inmovilla real estate CRM platform to manage prope…
F 25 44 90 70 29 74
22354
ericNotion
Bridges Notion custom agents with Claude Code to automate bug reproduction and …
F 25 44 90 37 27 71
22355
amanagarwal13
HubSpot MCP Server Claim 1
Provides standardized access to HubSpot's CRM API for managing contacts, compan…
F 25 44 62 70 57 76
22356
WizspDemo
Enables comprehensive schema and solution management for Microsoft Dataverse, i…
F 25 44 84 75 66 74
22357
sahiloj
MCPScan Claim 2
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE ve…
F 25 43 78 40 N/A 69 90
22358
Ayi456
An AI-driven data visualization and SQL chat platform that enables natural lang…
F 25 44 54 48 31 77
22359
raine
Consult LLM MCP Claim 1 2
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
F 25 44 45 65 84 80
22360
drakonkat
wizzy-mcp-tmdb Claim 1 2
A MCP server for The Movie Database API that enables AI assistants to search an…
F 25 44 85 71 55 80
22361
Soundhannes
IMAP MCP Server Claim 1 2
Enables comprehensive interaction with IMAP email accounts through 38 tools for…
F 25 44 96 58 24 76
22362
wbind-core
TermPipe MCP Claim 2
Provides AI assistants with direct terminal access to execute commands, manage …
F 25 43 82 60 N/A 27 90
22363
aegntic
Transforms Obsidian vaults into AI-powered knowledge bases using multi-layer RA…
F 25 44 94 72 31 76
22364
aibtcdev
mcp-server Claim 1
Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg,…
F 25 43 96 38 N/A 63 80
22365
cryptoleek-team
GOAT MCP Server Claim 1 4
An MCP server that connects Claude for Desktop with blockchain functionality, a…
F 25 43 33 37 N/A 19 92
22366
seejux
WAHA MCP Server Claim 1
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
F 25 44 78 57 36 80
22367
schimmmi
n8n Workflow Builder Claim 1
Enables AI-powered building, optimization, debugging, and management of n8n wor…
F 25 44 90 22 74 81
22368
kaipanytool3
Enables AI assistants to interact with Feishu/Lark platform APIs for automation…
F 25 44 66 66 54 76
22369
DynamicEndpoints
Netlify MCP Server Claim 1
This is an MCP server that can be used with Netlify
F 25 44 84 70 46 71
22370
bivex
kanboard-mcp Claim 1
A Model Context Protocol (MCP) server written in Go that empowers AI agents and…
F 25 44 94 35 50 78
22371
ebrahimpleite
MCP Conta Azul Claim 1
Enables AI assistants to interact with Conta Azul Financial APIs to manage acco…
F 25 44 60 0 53 67
22372
BIGPPWONG
EdgeBox Claim 1
A local sandbox that provides AI agents with code execution, filesystem access,…
F 25 43 60 66 N/A 71 87
22373
firerpa
lamda Claim 1
The most powerful Android RPA agent framework, next generation of mobile autom…
F 25 43 46 57 N/A 63 82
22374
jaqarx
Enables management of GitHub projects and issues using GitHub's GraphQL API. Su…
F 25 44 90 38 39 76
22375
bonnard-data
bonnard-cli Claim 1
Open-source agentic schema CLI. Optimised for claude code, gemini, codex and co…
F 25 43 60 35 N/A 54 90
22376
tipdotmd
tip-md-x402-mcp-server Claim 1 2
MCP server for cryptocurrency tipping through AI interfaces using x402 payment …
F 25 44 39 66 24 76
22377
OpaqueGlass
A Model Context Protocol server plugin for SiYuan note-taking application that …
F 25 43 63 40 N/A 81 89
22378
tensorwhiz141
A master control platform that orchestrates intelligent agents with a plug-and-…
F 25 44 42 31 24 80
22379
flowcore-io
mcp-flowcore-platform Claim 2
Interact with Flowcore to perform actions, ingest data, and analyse, cross refe…
F 25 44 72 71 47 78
22380
dasein108
Cyberlink MCP Server Claim 1 2
A Model Context Protocol server for creating, updating, and querying semantic r…
F 25 44 51 71 33 76
22381
ioBroker
Provides a configurable web server foundation for ioBroker home automation syst…
F 25 44 56 41 47 80
22382
VantaInc
Vanta MCP Server Claim 1
Enables AI assistants to interact with Vanta's security compliance platform to …
F 25 44 72 71 59 82
22383
rashed-mamoon
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
F 25 43 60 47 N/A 21 87
22384
apisec-inc
mcp-audit Claim 1
See what your AI agents can access. Scan MCP configs for exposed secrets, shado…
F 25 43 64 41 N/A 80 91
22385
handaas
Provides comprehensive access to Chinese bidding and tendering data, enabling u…
F 25 44 60 37 18 76
22386
0xzapata
Enable advanced web scraping, crawling, and content extraction capabilities for…
F 25 44 96 68 N/A 50 78
22387
k-jarzyna
mcp-miro Claim 1
Miro MCP server, exposing all functionalities available in official Miro SDK
F 25 44 62 71 53 80
22388
reflagcom
mcp Claim 1
Flag features directly from chat in your IDE with [Reflag](https://reflag.com).
F 25 44 46 37 68 82
22389
Mhrnqaruni
Exposes Playwright-powered automation tools to AI assistants for navigating web…
F 25 43 84 31 N/A 53 84
22390
fastslack
e2e-runner Claim 1
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tool…
F 25 43 90 65 N/A 47 88
22391
einreke
A Modular Command-line Program for fetching and filtering NFL transaction data,…
F 25 43 48 31 N/A 34 92
22392
ukkz
A collection of Model Context Protocol servers that enable Claude Desktop to pr…
F 25 44 72 71 50 78
22393
lumile
Facilitates access to LumbreTravel API for managing travel programs, activities…
F 25 44 78 57 26 74
22394
MichealJou
yuque-mcp-plus Claim 1
An enhanced MCP server for the Yuque knowledge base that provides advanced docu…
F 25 43 78 60 36 90
22395
nukeop
Nuclear Claim 1
Free music streaming player with built-in MCP server for controlling everything…
F 25 43 60 0 N/A 80 89
22396
CharlieMHJeong
Tableau MCP Claim 1
Enables integration with Tableau to query data, explore workbook content, and r…
F 25 44 48 70 63 77
22397
Abhinav-pyth
Implements a secure message communication protocol for handling exchanges betwe…
F 25 44 56 30 16 77
22398
pim97
Scrappey MCP Server Claim 2
A server that bridges AI models with Scrappey's web automation platform, allowi…
F 25 44 86 73 37 77
22399
Bonsai-Tech-LLC
clypt Claim 1
AI-native link intelligence — shorten, track, and manage links from any AI agent
F 25 43 88 0 N/A 71 82
22400
rikuson
QASE MCP Server Claim 1 2
A TypeScript-based MCP server that provides integration with the Qase test mana…
F 25 44 74 56 53 80
Showing 22351–22400 of 30006 servers
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