MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57651
LoudiliMed
Refract Claim
MCP proxy that compresses tool schemas on the fly. Up to 98% token reduction, 1…
57652
jerkean2139
A team-wide, remote MCP server that lets Claude operate Railway projects throug…
57653
byadsco
Self-hosted MCP server providing secure, multi-tenant access to Meta Marketing …
N/A N/A
57654
kazunori-Ohashi
Enables natural language search of Japan's National Diet Library bibliographic …
N/A N/A
57655
k0tori
An image recognition MCP server based on mimo-v2.5, enabling AI assistants to d…
57656
pluginslab
Provides AI assistants with a verified database of WordPress Gutenberg block sc…
N/A N/A
57657
jasich
An MCP server that enables AI coding agents to capture screenshots of macOS win…
N/A N/A
57658
Knuckles-Team
MCP server for managing SSH tunnels and remote hosts, offering tools for host i…
N/A N/A
57659
ghdejr11-beep
Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Sa…
57660
noritaka88ta
Enables delegation of work to AI agents with cryptographic verification and tok…
N/A N/A
57661
AgenticRevolution
Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowled…
81
57662
TedyHub
MCP server for AI-powered translation management in i18n projects, enabling aut…
N/A N/A
57663
Albertous007
DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key req…
57664
gghez
mcp-gouv-fr Claim
MCP server for exploring French public open data via APIs like data.gouv.fr, ge…
57665
kevindoni
Enables AI assistants to access Indonesian stock market data, including real-ti…
57666
mikeysrecipes
mcp-graphql Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
N/A N/A
57667
Enushin
Enables creating RPG Maker MZ games using natural language through AI assistanc…
N/A N/A
57668
RemseyMailjard
Demonstrates how to expose approved internal banking tools to AI assistants via…
N/A N/A
57669
dwin-gharibi
MCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, t…
57670
iflow-mcp
Enables automated searching and commenting on Xiaohongshu with AI-generated com…
N/A N/A
57671
runapi-ai
MCP server for the Gemini Omni model line, enabling task creation (audio, chara…
57672
bch1212
agenttrust Claim
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterpar…
N/A N/A
57673
hinanyin
A TypeScript MCP server for querying React component documentation, searching a…
N/A N/A
57674
howdoiusekeyboard
Enables detection and elimination of AI slop in text, providing tools to analyz…
N/A N/A
57675
Purple-Horizons
gamma-mcp Claim
Enables AI-powered generation of presentations, documents, social posts, and we…
N/A N/A
57676
varunity
MCP-Logseq Claim
Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first op…
N/A N/A
57677
kovvurisupraj
A production-ready MCP server that connects Claude AI to Gmail, enabling full e…
N/A N/A
57678
geleynse
Gantry Claim
An MCP proxy and dashboard for Space Molt AI fleets that provides compound tool…
N/A N/A
57679
waifuai
A personality analysis server that creates persons with traits, adds descriptio…
N/A N/A
57680
FilipePessoa30
mcp-ibge Claim
Exposes official IBGE data as MCP tools, including Brazilian localities, SIDRA …
57681
akrzos
jetlag-mcp Claim
Enables listing and running Ansible playbooks, managing roles, reading docs, an…
N/A N/A
57682
shaurya-afk
unbiased Claim
Reads your GitHub profile and provides developer context (stack, projects, expe…
57683
firstexhotic
AI Applyd Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
81
57684
handwrytten
Enables AI assistants to send real handwritten notes via physical cards using H…
57685
bluebot-609
Provides Valorant game data through the Model Context Protocol, including playe…
N/A N/A
57686
h053698
Enables real-time friend presence tracking and seamless game joining in Roblox.
N/A N/A
57687
SammySnake-d
Enables stateful subprocess sessions (REPLs) and tmux-backed TUI program contro…
N/A N/A
57688
toddschilling
Helps AI agents answer XCS221 course logistics questions (e.g., deadlines, paci…
N/A N/A
57689
perfectra1n
Enables LLMs to search Flux HelmReleases and Argo Applications from kubesearch.…
57690
ck0i
hashline-mcp Claim
An MCP server for precise, hash-referenced file editing that enables atomic edi…
N/A N/A
57691
matematicsolutions
lu-eli-mcp Claim
Enables querying Luxembourg legislation metadata and full Akoma Ntoso text via …
57692
berntpopp
hpo-link Claim
MCP server that provides tools for querying the Human Phenotype Ontology (HPO) …
N/A N/A
57693
marcelofmatos
zabbix-mcp Claim
MCP server to access the Zabbix API, providing tools to list hosts, problems, t…
57694
desikai-lab
Marrow Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
N/A N/A
57695
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
57696
tinywind
bash-mcp Claim
Enables executing shell commands without permission prompts, including running …
N/A N/A
57697
Replicant-Partners
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
81
57698
Mervecaliskann
A simple MCP server that provides repository information (list repos, get repo …
57699
Faceless0x7
Enables LLM agents to interact with and automate operations with the AdaptixC2 …
N/A N/A
57700
blackbirdai-team
Enables LLMs to access Blackbird AI's services through the Model Context Protoc…
Showing 57651–57700 of 58579 servers