MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56201
fredriksknese
mcp-redfish Claim
Enables AI assistants to monitor and control server hardware (power, thermal, s…
N/A N/A
56202
datacraftdevelopment
Enables Claude to interact with FileMaker databases through the FileMaker Data …
N/A N/A
56203
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
56204
BumpyClock
An MCP server that provides file and directory tools for LLMs, including projec…
N/A N/A
56205
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
81
56206
julesbonnard
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
56207
jagadeesh52423
Enables AI assistants to manage Redash queries, dashboards, visualizations, and…
56208
cphoskins
MCP server for MeetAlfred LinkedIn automation, enabling campaign monitoring, le…
56209
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
81
56210
kupl
mcp-ex Claim
N/A N/A 95
56211
zhanglc
An MCP server that provides tools for interacting with the Bitbucket API, suppo…
56212
es6kr
Browse, search, rename, split, and clean up Claude Code sessions via MCP, Web U…
N/A N/A
56213
sypherin
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
N/A N/A
56214
TamalAdebisi
Provides AI agents with access to PhaseFolio's biotech rNPV and probability-of-…
56215
CSOAI-ORG
AI-assisted COBOL to modern stack bridge that parses COBOL programs, maps to Py…
56216
lineage-foundation
Provides tools to interact with the Lineage blockchain API, including wallet se…
56217
cygkichi
Enables access to Japanese stock market data via the free J-Quants API, providi…
N/A N/A
56218
simantaturja
Enables AI assistants to read, search, and create notes in Apple Notes on macOS…
N/A N/A
56219
DocNR
Provides tools for analyzing code repositories, including structure, dependenci…
N/A N/A
56220
4shil
ytm-mcp Claim
A full-featured YouTube Music MCP server that lets AI assistants control playba…
N/A N/A
56221
atezer
Enables AI assistants to read, analyze, and modify Figma designs, manage design…
N/A N/A
56222
Supermaxman
Enables AI assistants to manage inventory items, locations, and labels in a sel…
56223
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
56224
TopCaver
Provides threat intelligence tools like IoC lookups, event backtracking, and IP…
56225
cycle-sync-ai
A Python-based MCP server for Microsoft Outlook integration using Microsoft Gra…
N/A N/A
56226
nadimtuhin
MCP server wrapping the agy CLI, enabling querying, web search, and file writin…
N/A N/A
56227
Imageomics
SongSage Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
N/A N/A
56228
sunix
JDTLS-MCP Claim
Exposes Eclipse JDT Language Server to AI agents via MCP. Embedded OSGi archite…
N/A N/A
56229
fastmcp-me
Enables querying event-driven architecture documentation including domains, ser…
56230
ag2-mcp-servers
Enables interaction with UCO Bank APIs through the Model Context Protocol, supp…
56231
Agentline Claim 1
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
N/A N/A 69
56232
devshark
Enables verification of simple factual claims (e.g., capital cities) by checkin…
56233
IQAIcom
Enables AI agents to discover and analyze prediction markets, execute trades, a…
56234
FoxTrove
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
56235
AiAgentKarl
MCP server for shared context caching with trust verification -- AI agents shar…
56236
0x67108864
Enables AI agents to run research queries across multiple public sources (Hacke…
56237
MorDavid
Enables natural language queries for network intelligence, IP geolocation, orga…
56238
mailgent
hivekey Claim 1
MCP server for Hivekey — Identity infrastructure for AI agents
81
56239
DojoGenesis
MCP server that exposes the OBBBA No Tax on Tips federal deduction logic as cal…
N/A N/A
56240
97k
Enables audio transcription, intelligent splitting, and meeting analysis for MC…
56241
BoomBidiBuyBuy
Enables interaction with the Tuskr test management API through MCP, supporting …
56242
badchars
An MCP server that enables AI agents to perform comprehensive GitHub security a…
56243
lmdrew96
MCP server for ChaosLimba — provides read-only access to the Romanian language …
N/A N/A
56244
LemonSqueezy MCP server for managing your store from AI assistants
N/A N/A 81
56245
velum-labs
Alma Atlas Claim
Enables AI agents to query live schema, lineage, and query-context across data …
N/A N/A
56246
clauxel
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
56247
akram-side-projects
Notebook MCP Claim
Provides AI assistants with deep semantic and runtime understanding of Jupyter …
N/A N/A
56248
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
56249
fredriksknese
Comprehensive MCP server for Proxmox VE with 68 tools and 4 resources covering …
56250
juSt-jeLLy
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
Showing 56201–56250 of 57160 servers