MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50551
adler0311
Research SEC filings by ticker or CIK to get company details, recent forms, and…
N/A N/A 95
50552
tatavarthitarun
MCP server for NowSecure Platform mobile security testing. List applications, p…
50553
carsonlabs
Waterfall lead enrichment for AI agents. Cascades through Apollo, Clearbit, and…
50554
DelineaXPM
DelineaMCP Claim
MCP server for the Delinea Secret Server and Platform APIs, enabling AI agents …
50555
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
81
50556
SmongsDev
My-Obscura-mcp
N/A N/A
50557
lakehouse-42
MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, …
50558
sdebruyn
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
50559
hasna
Project management CLI + MCP server for AI agents. Register projects once, open…
N/A N/A
50560
kinthaiofficial
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, char…
50561
sandraschi
MCP gateway to World Labs Marble + Spark 2.0 for generating navigable 3D worlds…
50562
ahmedselimmansor-ctrl
A Model Context Protocol server for managing Oracle Cloud Infrastructure servic…
N/A N/A
50563
Blakeem
Orchestrates AI agents through structured markdown documents, enabling multi-ag…
N/A N/A
50564
cyanheads
Search and fetch ~800K Federal Reserve economic time-series from the FRED API v…
N/A N/A
50565
EgorKurito
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
N/A N/A
50566
kionsoftware
Enables interaction with the Kion platform for cloud cost management, governanc…
50567
kongyo2
This is an MCP (Model Context Protocol) server for the EVE Online ESI API that …
81
50568
jginorio
An MCP server that enables AI assistants to access Sprout Social data including…
50569
pipeworx-io
Enables searching and retrieving documents, activities, and plenary protocols f…
50570
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
50571
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
50572
goldplatinum11-jpg
agentctx Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
N/A N/A
50573
cmungall
noctua Claim
N/A N/A 95
50574
gopalcnepal
Enables to interact with WordPress sites through the WordPress REST API, fetchi…
50575
vinit-devops
Enables interaction with Sumo Logic's REST APIs through MCP, allowing log searc…
N/A N/A
50576
erik-7clt
text Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
50577
bikky-dev
bikky Claim
Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
50578
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
50579
fastmcp-me
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
50580
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
N/A N/A
50581
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
50582
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
50583
AhmedLaminou
Local Windows management, diagnostics, security, cleanup, and optimization MCP …
N/A N/A
50584
shibuiwilliam
Provides a standardized interface for interacting with Scikit-learn models and …
N/A N/A
50585
brcarry
An MCP server that retrieves relevant code snippets and documents to assist in …
50586
cryptosquanch
legends-mcp Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
N/A N/A 95
50587
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
81
50588
yhwancha
Provides location information from coordinates or IP addresses using IPInfo.io,…
50589
MitsudoAI
guru-pk-mcp Claim
An MCP server that enables multi-round AI expert debates with dynamic expert ge…
N/A N/A
50590
stubbedev
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
N/A N/A
50591
Utundry
SloplessCode Claim
Provides operational continuity for AI coding agents, preserving task state, de…
N/A N/A
50592
yorickchan
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
N/A N/A
50593
osamah96
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
81
50594
matteoantoci
Enables creating, reading, and modifying Google Slides presentations programmat…
50595
GuardForever
Provides a health check and a get_weather tool to query current weather by city…
N/A N/A
50596
acartine
shemcp Claim
An MCP server that provides sandboxed shell command execution with configurable…
N/A N/A
50597
stellarpunk
Control telescopes, cameras, and focusers with AI through natural language, usi…
50598
tachibanayu24
This MCP server enables Claude to access and log Fitbit health data, including …
50599
pypi-ahmad
Provides read-only SQL analytics on local CSV, Parquet, and JSON datasets using…
50600
AyushSaha184
Eval_MCP Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
Showing 50551–50600 of 50632 servers