MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30751
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31001
zfy465914233
Lore Agent Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
81
31002
apiotrowski-afk
krs-verify Claim
MCP server for verifying Polish business entities from the National Court Regis…
31003
Slimouzi
MCP server for IFC geometric audit, providing tools to detect space clashes, ex…
N/A N/A
31004
hostodo
Hostodo MCP Claim
Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped to…
31005
DasClown
CropProphEU Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
31006
NeonSummit
UserGate MCP Claim
Offline-first Model Context Protocol server for UserGate public documentation, …
N/A N/A
31007
AsifKibria
Maintenance, recovery, and observability for Claude Code. CLI + MCP server + da…
N/A N/A
31008
praveenkumar
crc-doc-mcp Claim
An MCP server that provides intelligent access to CRC/OpenShift Local documenta…
31009
bretterer
MCP server for managing Laravel Forge servers, sites, and deployments via the F…
31010
nksmkj7
Brings OpenAPI/Swagger documentation into AI assistants, enabling endpoint disc…
N/A N/A
31011
FuzzingLabs
SecPipe Claim
Enables AI agents to orchestrate security research workflows by connecting to c…
N/A N/A
31012
trendsmcp
Provides Google Search trend data as an MCP tool, with historical series, growt…
31013
dream-star-end
An MCP server that automates project task breakdown, dependency management, and…
N/A N/A
31014
acpepper
A Model Context Protocol (MCP) server for Microsoft SQL Server databases, provi…
N/A N/A
31015
elhaweet
Enables users to generate complete, production-ready software projects from sim…
N/A N/A
31016
samitmohan
Connects Claude to Spotify, enabling play control, playlist management, lyrics …
N/A N/A
31017
septigram
Enables to interact with Tsurugi RDBMS by executing SQL (DDL, DML, SELECT) and …
31018
Mr365truck
Enables LLMs to securely SSH into remote servers, execute commands, and manage …
N/A N/A
31019
brandkickagency
Enables AI assistants to control Adobe After Effects through a WebSocket-based …
N/A N/A
31020
josephibra
Real-time crypto market intelligence MCP. Get prices, trending coins, market ov…
31021
realMNohgee
RepCheck Claim
Trust & reputation infrastructure for AI agents. Two tools: verify_agent return…
N/A N/A
31022 N/A N/A 95
31023
deathracr
Bridges the AlayaCare home care platform with AI agents, enabling natural langu…
31024
kimhjort
Computes car driving time, distance, and 'leave by' time between places in Denm…
31025
Project-Saturday
Echo Claim
Enables an AI with persistent consciousness through a dual-layer architecture u…
N/A N/A
31026
billybotticelli4u-collab
Solana token-launch verification for AI agents — deterministic, replayable, ret…
N/A N/A
31027
fuhaooo
Allows AI assistants to query Twitter data including user info, tweets, trends,…
81
31028
2022f-mulbscs-100-del
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
31029
PiMPStudios
Enables LLM-driven audio pipelines by controlling Audacity through mod-script-p…
N/A N/A
31030
Baneado98
A template for MCP servers that enforces a paywall gate, offering free local ex…
31031
Jaimegruiz
Enables AI agents to access and analyze Spanish electricity consumption data vi…
31032
farisi55
Bridges MCP for XiaoZhi AI agent using Cloudflare Workers + Durable Objects, ma…
31033
itsjoe18
skillsyncai Claim
N/A N/A 95
31034
smythmyke
Patent intelligence and prior-art research for the AI Patent Search Generator. …
31035
Bohaohao
Product MCP Claim
MCP server for ERP product operations that enables AI agents to precheck produc…
31036
epodivilov
A Model Context Protocol (MCP) server that provides comprehensive access to Gar…
31037
akhileshvj
Enables searching arXiv papers and retrieving paper metadata through MCP tools.
N/A N/A
31038
FL1NEE
MCP server for intercepting and mocking HTTP(S) traffic via a Mockttp proxy, wi…
N/A N/A
31039
Kart-ing
Provides a find_solution tool that retrieves verified, compressed coding soluti…
N/A N/A
31040
ericabouaf
Enables LLMs to communicate with Agent-to-Agent (A2A) protocol compliant agents…
31041
Gitlawb
memlawb Claim
Zero-knowledge, self-hostable MCP server providing encrypted durable memory for…
N/A N/A
31042
atomno-mcp
MCP server for Russian Rosreestr open cadastral data — lookup by cadastral numb…
31043
tinqiao-oss
Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-…
N/A N/A
31044
dawoodali-showpass
Connects to Domo API to run SQL queries, search datasets, retrieve metadata and…
31045
gingugu
gingugu Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
N/A N/A
31046
nealcaren
mcp-zotero Claim
Enables interaction with Zotero libraries for searching, managing collections, …
N/A N/A
31047
clemdevlin
Enables GitHub repository operations (list/read files, create branches, commit …
31048
StarBoze
Enables remote control of Adobe Photoshop on macOS and Windows via MCP, support…
N/A N/A 95
31049
kirill-markin
Read and write open-source flashcards through split read/write MCP tools.
31050
twinity1
Syncs Confluence spaces to local files for efficient editing by coding agents, …
N/A N/A
Showing 31001–31050 of 64798 servers
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