MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17201
kshayk
AviBase MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with access to comp…
B 72 44 71 100 25 81
17202
Good-Samaritan-Software-LLC
Provides complete FreshBooks integration with 87 tools covering accounting, inv…
B 72 44 75 75 53 81
17203
UPS-API
Enables AI agents to integrate with UPS shipping and logistics capabilities, in…
B 72 44 68 82 54 81
17204
BACH-AI-Tools
Enables access to Zillow real estate data through the Zillow Working API, allow…
B 72 44 56 100 48 81
17205
xiaobenyang-com
A model Context Protocol (MCP) server that provides access to the Philippine St…
B 71 53 72 66 72 45 95
17206
konokenj
CDK API MCP Server Claim
Provides offline access to AWS CDK API references and integration test code sam…
B 71 44 60 87 54 81
17207
Doist
Enables AI agents to access and modify Todoist accounts to manage tasks and pro…
B 71 44 100 10 90 80
17208
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
B 71 53 63 66 81 45 95
17209
gcorroto
SVN MCP Server Claim
A complete Model Context Protocol server for Subversion (SVN) integration, desi…
B 71 44 54 100 47 81
17210
guycochran
Enables natural language control of Blackmagic ATEM video switchers via the Mod…
B 71 44 78 70 N/A 55 76
17211
ubaumann
mkdocs-mcp Claim 1
Enables interaction with MkDocs documentation through the MCP protocol, allowin…
B 71 44 41 87 N/A 69 95
17212
SEO-Review-Tools
Get access to real-time SEO data, including: keyword insights, backlink data, t…
B 71 44 96 67 28 76
17213
joinQuantish
Kalshi MCP Server Claim
Self-hosted MCP server for trading on Kalshi prediction markets via DFlow on So…
B 70 44 90 62 39 76
17214
tethiro
An MCP server that maintains conversation context for the Claude CLI across mul…
B 70 44 51 82 N/A 55 95
17215
ImRonAI
agent-toolkit Claim
B 70 44 76 67 N/A 50 82
17216
jtwolfe
OParl MCP Server Claim
Provides AI models with seamless access to OParl parliamentary data APIs throug…
B 70 44 56 87 56 81
17217
devstroop
YouTrack MCP Server Claim 1
Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing i…
C 69 44 94 43 43 82
17218
erova
Connects AI coding assistants to a team prototype hub for deploying, sharing, a…
C 69 44 90 67 35 70
17219
finedesignz
Provides comprehensive access to the Commission Junction affiliate network API …
C 69 55 78 84 53 35 82
17220
302ai
A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI…
C 69 44 48 92 50 86
17221
AgentSeal
agentseal Claim
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP …
C 69 44 94 40 N/A 53 80
17222
leshchenko1979
fast-mcp-telegram Claim
Telegram MCP server with direct API/curl access, multi-user Bearer auth, HTTP-M…
C 69 53 94 75 0 79 95
17223
SidneyBissoli
senado-br-mcp Claim 2
MCP Server for Brazilian Federal Senate open data (legislators, bills, votes)
C 69 44 57 75 N/A 66 82
17224
writingmate
Enables AI image generation through multiple providers including OpenAI GPT-Ima…
C 69 44 60 82 53 81
17225
huoshuiai42
huoshui-fetch Claim 1
An MCP server that provides tools for fetching, converting, and extracting data…
C 68 44 45 82 N/A 51 95
17226
kennethdsheridan
MCP-GET Claim
A unified Model Context Protocol server that provides a consistent interface fo…
C 68 44 70 87 21 81
17227
xiaobenyang-com
Search-Movie Claim
An intelligent movie and TV series resource search tool based on Model Context …
C 68 53 72 43 80 45 95
17228
Spritualkb
A TypeScript-based MCP server that implements a simple notes system, allowing u…
C 68 44 78 65 N/A 20 95
17229
wagonbomb
Megaraptor MCP Claim
Enables AI assistants to interact with the Velociraptor digital forensics and i…
C 68 44 56 87 45 81
17230
xiaobenyang-com
CodeGuard MCP is a real-time AI code security scanning tool used to detect vuln…
C 68 53 72 43 78 45 95
17231
RaulSimpetru
zotero-library-mcp Claim 2
Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library
C 68 44 72 82 N/A 32 75
17232
tomtom-international
tomtom-maps-mcp Claim
A Model Context Protocol (MCP) server providing TomTom's location services, sea…
C 68 44 100 0 N/A 86 81
17233
agenticempire
Axint Claim
Compiler and repair loop for agent-built Apple apps: App Intents, SwiftUI, Widg…
C 68 44 96 0 95 81
17234
caijianying
Email-MCP Claim 1
An MCP server that enables AI assistants to send emails through SMTP protocol b…
C 67 44 33 100 N/A 44 95
17235
SanLangLOVE
Provides basic mathematical operations including addition, subtraction, multipl…
C 67 44 72 83 21 81
17236
xiaobenyang-com
An implementation of a classification-based persistent memory system that enabl…
C 67 53 72 37 79 45 95
17237
tatsuju
opdstar-nhi-mcp Claim 1
Taiwan's first public MCP server for National Health Insurance (NHI) data — 234…
C 67 44 96 0 87 81
17238
xiaobenyang-com
A service that provides HackerNews content search, retrieval and analysis throu…
C 67 53 72 38 80 45 95
17239
santosh07401
Enables AI agents to interact with Amazon Redshift databases using natural lang…
C 67 44 70 82 24 81
17240
MadnessEngineering
Omnispindle Claim
A Python FastMCP server with 33 tools that lets AI agents manage tasks, capture…
C 67 44 100 43 33 74
17241
mouhamadalmounayar
mcp-confluence Claim 1
A model context server that provides prompts that can be used as slash commands…
C 67 44 54 75 59 81
17242
avivsinai
langfuse-mcp Claim
Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. …
C 67 44 64 41 88 80
17243
allenporter
A Home Assistant Model Context Protocol Custom Component
C 67 44 60 65 N/A 63 80
17244
DeepaRajareddy
Enables AI agents to interact with Amazon Redshift databases using natural lang…
C 67 44 70 82 24 81
17245
Frihet-io
Frihet ERP Claim
AI-native business management — 52 tools for invoicing, CRM, accounting & tax.
C 66 44 96 10 73 81
17246
himorishige
hatago-mcp-hub Claim
Unified MCP Hub for managing multiple Model Context Protocol servers
C 66 44 64 40 N/A 84 83
17247
imran-siddique
agentos-mcp-server Claim 1
Agent OS MCP server for AI agent governance with policy enforcement, code safet…
C 66 44 60 40 N/A 91 81
17248
wootock
OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. D…
C 66 55 96 46 64 27 81
17249
Elnora-AI
Elnora MCP Server Claim
AI-powered bioprotocol optimization — generate, search, and manage lab protocol…
C 66 55 94 75 0 74 81
17250
alcylu
MCP server for Tokyo nightlife event discovery, venue search, performer info, A…
C 66 55 100 72 0 69 82
Showing 17201–17250 of 58579 servers
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