MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50501
Ceveto
Enables AI agents to interact with the Ceveto business management API through M…
50502
aanno
A Model Context Protocol (MCP) server that provides a RAG (Retrieval Augmented …
N/A N/A
50503
social4hyq
MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…
N/A N/A
50504
ChuprinaDaria
Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…
N/A N/A
50505
choumai1994
choumai Claim
N/A N/A 95
50506
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
81
50507
julesbonnard
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
50508
jagadeesh52423
Enables AI assistants to manage Redash queries, dashboards, visualizations, and…
50509
Ahmed-Mansy-Mansico
MCP Task Claim
Enables LLMs to interact with any ERPNext instance through comprehensive CRUD o…
50510
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
50511
BumpyClock
An MCP server that provides file and directory tools for LLMs, including projec…
N/A N/A
50512
sypherin
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
N/A N/A
50513
cphoskins
MCP server for MeetAlfred LinkedIn automation, enabling campaign monitoring, le…
50514
kupl
mcp-ex Claim
N/A N/A 95
50515
CSOAI-ORG
AI-assisted COBOL to modern stack bridge that parses COBOL programs, maps to Py…
50516
lineage-foundation
Provides tools to interact with the Lineage blockchain API, including wallet se…
50517
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
81
50518
zhanglc
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
50519
es6kr
Browse, search, rename, split, and clean up Claude Code sessions via MCP, Web U…
N/A N/A
50520
TamalAdebisi
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
50521
4shil
ytm-mcp Claim
A full-featured YouTube Music MCP server that lets AI assistants control playba…
N/A N/A
50522
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
50523
cycle-sync-ai
A Python-based MCP server for Microsoft Outlook integration using Microsoft Gra…
N/A N/A
50524
DocNR
Provides tools for analyzing code repositories, including structure, dependenci…
N/A N/A
50525
cygkichi
Enables access to Japanese stock market data via the free J-Quants API, providi…
N/A N/A
50526
atezer
Enables AI assistants to read, analyze, and modify Figma designs, manage design…
N/A N/A
50527
Supermaxman
Enables AI assistants to manage inventory items, locations, and labels in a sel…
50528
simantaturja
Enables AI assistants to read, search, and create notes in Apple Notes on macOS…
N/A N/A
50529
TopCaver
Provides threat intelligence tools like IoC lookups, event backtracking, and IP…
50530
Imageomics
SongSage Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
N/A N/A
50531
sunix
JDTLS-MCP Claim
Exposes Eclipse JDT Language Server to AI agents via MCP. Embedded OSGi archite…
N/A N/A
50532
nadimtuhin
MCP server wrapping the agy CLI, enabling querying, web search, and file writin…
N/A N/A
50533
ag2-mcp-servers
Enables interaction with UCO Bank APIs through the Model Context Protocol, supp…
50534
Agentline Claim 1
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
N/A N/A 69
50535
fastmcp-me
Enables querying event-driven architecture documentation including domains, ser…
50536
BoomBidiBuyBuy
Enables interaction with the Tuskr test management API through MCP, supporting …
50537
devshark
Enables verification of simple factual claims (e.g., capital cities) by checkin…
50538
IQAIcom
Enables AI agents to discover and analyze prediction markets, execute trades, a…
50539
FoxTrove
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
50540
mailgent
hivekey Claim 1
MCP server for Hivekey — Identity infrastructure for AI agents
81
50541
AiAgentKarl
MCP server for shared context caching with trust verification -- AI agents shar…
50542
0x67108864
Enables AI agents to run research queries across multiple public sources (Hacke…
50543
MorDavid
Enables natural language queries for network intelligence, IP geolocation, orga…
50544
97k
Enables audio transcription, intelligent splitting, and meeting analysis for MC…
50545
DojoGenesis
MCP server that exposes the OBBBA No Tax on Tips federal deduction logic as cal…
N/A N/A
50546
corralimited
mcp Claim
Visual-diff & change-detection tools that catch agentic UI drift for coding age…
N/A N/A
50547
badchars
An MCP server that enables AI agents to perform comprehensive GitHub security a…
50548
LemonSqueezy MCP server for managing your store from AI assistants
N/A N/A 81
50549
Particle-Academy
A dev-time MCP server that lets coding agents read documentation directly from …
N/A N/A
50550
akram-side-projects
Notebook MCP Claim
Provides AI assistants with deep semantic and runtime understanding of Jupyter …
N/A N/A
Showing 50501–50550 of 50632 servers