MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52651
retospect
tome-mcp Claim
Manages a research paper library, providing PDF ingestion, bibliography managem…
N/A N/A
52652
mitpurohit
A CLI chat application enabling interactive conversations with AI models via th…
N/A N/A
52653
lukeplausin
Enables AI agents to manage Trading212 brokerage accounts, including portfolio …
52654
amithkumark1982
An enterprise-grade AI processing platform that provides advanced code analysis…
81
52655
xfloukiex-lab
Reviews a plan for what's missing — unstated assumptions, omitted technical ris…
N/A N/A
52656
devag7
MCP Server for Indian Options — Real-time option chains, Greeks, 34+ strategies…
52657
michael-elkabetz
bgagents Claim
Enables turning AI code agents like Anthropic Claude and OpenAI Codex into back…
52658
Limex-HQ
limex-mcp Claim
Enables research queries and billing management through the Limex hosted API.
52659
CAST Dashboard MCP server for compliance, quality, and technical debt insights …
N/A N/A 64
52660
sevesogit
Provides real-time access to Montreal's Bixi bike-sharing data through the GBFS…
52661
chrischall
evite-mcp Claim
Evite for Claude — list events, guest lists & RSVPs, RSVP, message guests, and …
N/A N/A 83
52662
crmy-ai
CRMy Claim
Provides AI agents with operational customer context, including typed revenue o…
52663
Jonahbkerr
An MCP server that enables any AI agent to call Claude using your existing Max/…
N/A N/A
52664
MLMecham
wyt-mcp Claim
Game master MCP server for a time-loop dungeon RPG, managing game state, dice r…
N/A N/A
52665
Micro66
MCP server for fetching daily hot lists from 30+ sources with built-in caching …
N/A N/A
52666
scottyphillips
Enables control of ECHONETLite home automation devices like air conditioners an…
N/A N/A
52667
aiperceivable
Exposes FastAPI routes as MCP tools with auto-discovery, Pydantic schema extrac…
52668
latitudesh
Enables natural language management of Latitude.sh infrastructure, allowing use…
52669
BobLiu1996
An MCP server that fetches remote logs from specified IP addresses via HTTP, wi…
N/A N/A
52670
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
N/A N/A 83
52671
Jimmy974
Enables interaction with Qdrant vector database for storing, searching, and man…
52672
MCP server for read-only MySQL database queries in Claude Desktop
N/A N/A 81
52673
Gallucky
Provides Claude with tools to read/write an Obsidian vault, query a local SQLit…
N/A N/A
52674
markolauren
Enables agentic SecOps by executing Microsoft Defender XDR response actions (de…
52675
cstamigo-droid
Provides crypto market intelligence including price quotes, momentum analysis, …
81
52676
simiancraft
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
52677
thebigredgeek
Enables natural language control of Spotify, including search, playback, and de…
52678
hbui290
Crawl and archive VOZ threads, with search and summarization capabilities for A…
N/A N/A
52679
yashhsm
hip4-mcp Claim
Provides read-only tools for discovering, analyzing, and monitoring Hyperliquid…
52680
APonkratov
MCP server for Yandex Tracker API.
N/A N/A
52681
AlexHramovich
A Model Context Protocol (MCP) server that enables Claude Desktop to interact w…
N/A N/A
52682
ia23a-lachnita
ui-diff-mcp Claim
Enables comparison of mobile app screenshots against design mockups, with Calor…
52683
daniloneto
MCP server for Bitbucket Cloud, focused on pull-request review workflows
52684
kooetimu1999
fdd Claim
N/A N/A 95
52685
ucsdsu
Enables AI assistants to create, manage, and discover family gift registries. U…
N/A N/A
52686
merciless-artist
else_when Claim
N/A N/A 95
52687
GenAICPA
A Model Context Protocol server that provides access to the GLEIF REST API for …
52688
kimkun07-k
Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
N/A N/A
52689
k-l-lambda
An MCP server that reads decrypted cookies from a running Chrome instance via t…
N/A N/A
52690
praveendhra
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
52691
a-g-e-n-t-s
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
52692
Casperjuel
aula-mcp Claim
This server enables MCP clients (LLMs) to access data from the Danish school pl…
52693
a-g-e-n-t-s
A secure and scalable Git MCP server giving AI agents powerful version control …
52694
florinel-chis
gomag-mcp Claim
A Model Context Protocol server for the Gomag Public API that provides 48 typed…
52695
baixinyao2011-beep
Local management console and permission wrapper for integrating Google Search C…
N/A N/A
52696
IQAIcom
Enables AI agents to discover and analyze prediction markets, execute trades, a…
52697
sikienzl
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
N/A N/A
52698
aanandharuban
Enables AI agents to create and edit Zoho Analytics chart reports, run SQL quer…
52699
walac
perf-mcp Claim
Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, …
N/A N/A
52700
King-Proplan
ProPlan Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
Showing 52651–52700 of 66502 servers