MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59301
fastmcp-me
Enables AI agents to interact with KevoDB, a key-value database, through MCP to…
59302
piephai
A Model Context Protocol server for image optimization with advanced transforma…
N/A N/A
59303
AlobarQuest
Enables infrastructure operations through Claude Code by exposing 195 tools acr…
N/A N/A
59304
GalaxyXieyu
A production-ready MCP server that provides AI-powered image generation through…
N/A N/A
59305
timoshinoleg-eng
A local read-only AI workbench for navigating, auditing, and analyzing 1C:Enter…
N/A N/A
59306
rotohun
scryfall-mcp Claim
A Model Context Protocol server that exposes the Scryfall Magic: The Gathering …
59307
hensem
ADMINV2MCP Claim
Exposes AdminV2 backend API operations as discoverable, callable tools for AI a…
59308
zhitongblog
Unterm Claim
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linu…
N/A N/A
59309
gitbosung
MCP server for Korean public institution information, enabling AI clients to se…
N/A N/A
59310
EezyMAcc
Tattoo Feed Claim
Enables browsing and curating posts from Instagram tattoo artists via Business …
59311
oovz
MCP server for reading, querying, and filtering local JSON files with extended …
N/A N/A
59312
bmorphism
MCP server providing semantic text analysis and compression tools via Hypernym …
59313
theYahia
MCP server for managing Yandex Cloud infrastructure including Compute VMs, Obje…
59314
Swaroop1769
A minimal MCP server demo in Python that exposes five tools for arithmetic and …
N/A N/A
59315
Houseofmvps
codesight Claim
Provides 13 MCP tools for codebase analysis, wiki generation, and knowledge map…
N/A N/A
59316
kerrybackapps
Enables natural language queries for stock market data via the Rice Business St…
59317
rexchoppers
tractive-mcp Claim
Enables AI assistants to query your pet's location, tracker status, position hi…
59318
sudohakan
AI-powered penetration testing through 36 MCP tools on a containerized Kali Lin…
N/A N/A
59319
sksachan
Provides dealership intelligence by integrating CRM, DMS, CDP, and analytics da…
N/A N/A
59320
thedevopsstore
A Python-based MCP server for Microsoft 365 Outlook email operations using OAut…
N/A N/A
59321
GarfieldHuang
A read-only MCP server for MS SQL Server, written in Python. Lets AI agents que…
59322
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
N/A N/A 81
59323
MananSingh2001
Converts Figma designs into production-ready React components with design token…
59324
hee55e
kait Claim
N/A N/A 95
59325
halvrenofviryel
Enables verification of AI coding agent self-reports against git diff truth and…
N/A N/A
59326
RistrixOP
freecrawl Claim
Open-source web scraping MCP server with anti-bot bypass, enabling AI models to…
59327
kefyusuf
Offline-first MCP server for web search and content fetching. It requires no ex…
N/A N/A 95
59328
yusufaf
tf2-wiki-mcp Claim
Gives LLMs live, accurate access to Team Fortress Wiki content, enabling search…
59329
niellevince
A simple Model Context Protocol server that provides a hello world greeting too…
59330
the-abraar
Tipsoi MCP Claim
Read-only MCP server for the Tipsoi HRM API, exposing 15 tools to read employee…
59331
schuchev
hw_rag_mcp Claim
MCP server that indexes a knowledge base into Chroma and provides search tools …
N/A N/A
59332
cipher-preet
Read-only MCP server for MongoDB ERP analytics with catalog-driven collection a…
N/A N/A
59333
MaddozS
Proxies the local Affinity MCP server over stdio, enabling tools to call Affini…
N/A N/A
59334
ish-cs
Enables reading and sending iMessages through Poke via a local Mac server, with…
N/A N/A
59335
kimhjort
Tells you when your favourite football teams play and where to watch in Denmark…
59336
phpcip
opensolr-mcp Claim
Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings,…
N/A N/A
59337
osherai
Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO …
59338
mstuart
Enables AI agents to interact with any GraphQL API by introspecting the schema …
59339
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
81
59340
gauravsaini
Provides AI assistants with comprehensive access to Gluestack UI components, so…
59341
mikeh-22
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
59342
GregBaugues
Enables interaction with a Token Bowl fantasy football league through the Sleep…
59343
Skye-flyhigh
mnemo-mcp Claim
Portable cognitive memory for AI agents with semantic search, decay, and dedupl…
N/A N/A
59344
jasonwagao
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
N/A N/A 83
59345
atBuba
MCP server providing real-time public transport data for Tomsk, including route…
N/A N/A
59346
psyb0t
HybridS3 Claim
Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
N/A N/A
59347
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
N/A N/A
59348
Aiyakami
PWN-MCP Claim
A CTF Pwn AI-assisted debugging platform based on MCP, enabling AI to directly …
N/A N/A
59349
borod108
Gives Claude Code full control over tmux sessions, windows, and panes, with an …
N/A N/A
59350
truetick-gg
truetick-mcp Claim
Manage TrueTick Minecraft hosting servers from AI agents: create/start/stop, li…
Showing 59301–59350 of 67286 servers