MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43751
ai-mcp-garage
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
N/A N/A 95
43752
Shin-Kyeongsik
A minimal MCP server that provides a single 'hello' tool returning a greeting m…
43753
pipeworx-io
space-feeds Claim
Enables AI agents to access curated space and spaceflight RSS/Atom feeds via to…
43754
charlysotelo
Enables AI assistants to control Roku TVs on the local network via natural lang…
N/A N/A
43755
beautyfree
mcp-telegram Claim
A Telegram MCP server that connects agents to a real Telegram user account via …
N/A N/A
43756
DressPD
crypto_mcp Claim
Provides cryptocurrency market data (prices, symbols) and a gated demo trading …
N/A N/A
43757
nicolefreeman
strava-mcp Claim
Exposes your Strava data to Claude, enabling training load analysis, activity c…
43758
nextframedev
Inspect and remove EXIF metadata locally through MCP tools. Supports reading EX…
43759
IsaiahDupree
jobstack-mcp Claim
Unified jobs search over official feeds + ATS boards (USAJOBS, Adzuna, Muse, Gr…
43760
jidehen
Enables flight search between airports using the Duffel API, returning flight o…
81
43761
VarunDasharadhi
gmail-mcp Claim
A read-only, multi-account Gmail MCP server for Claude Code that lets Claude se…
N/A N/A
43762
Chiehyii
MCP server providing a searchable security knowledge base for AI coding assista…
N/A N/A
43763
thicapistrano
Enables fetching Pull Request diffs from GitHub and posting inline review comme…
43764
queenamara
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
81
43765
ferrants
A starting template for building a Streamable HTTP MCP server using TypeScript,…
43766
pipeworx-io
Enables searching and querying San Joaquin County open geospatial data (parcels…
43767
SellerMate-AI
amazon-ads Claim
Ask your Amazon Ads account anything and act with guardrails. Remote MCP, OAuth…
43768
runapi-ai
An MCP server that enables AI image editing and generation using the GPT Image …
43769
andreidore
A Model Context Protocol (MCP) server that provides comprehensive Datadog monit…
43770
teflon07
memkeeper Claim
Local-first memory for AI agents. On-device hybrid retrieval over a single SQLi…
N/A N/A
43771
rapid7
Enables AI-powered analysis of Rapid7 vulnerability and asset data by exporting…
43772
IBM
A Model Context Protocol (MCP) server that provides AI assistants with seamless…
43773
C0inFlips
One MCP server that pairs Binance execution with ChainVector market intelligenc…
43774
agent-dispatch
Enables AI assistants to spawn and manage long-running cloud agents via MCP, of…
43775
heptafox
mcp-sandbox Claim
A public MCP server providing test fixtures for developers and QA, with a singl…
43776
sargonpiraev
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
43777
Meh-S-Eze
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
81
43778
zachlikefolio
tunnel-mcp Claim
Enables two Claude agents to communicate directly through an end-to-end encrypt…
N/A N/A
43779
evekeen
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
43780
adnocad
hady_mcp Claim
N/A N/A 95
43781
mvavassori
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
N/A N/A
43782
asoc-trust
Provides agent certification and trust verification tools for AI agents, enabli…
81
43783
eadm
Enables browsing, retrieving, and downloading meeting recordings and transcript…
N/A N/A
43784
topcoder-platform
Enables interaction with Topcoder challenges through tools that support authent…
43785
ShreyasBidwai
Turns a manager's plain-English goal into a verified, looped, watchable build r…
N/A N/A
43786
andygruening
Enables posting messages to a Slack channel using a bot token, with support for…
43787
biocontext-ai
anndata-mcp Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
N/A N/A
43788
Michelangelo-Z
Public agentic AI doctrine tools plus authenticated architecture, design, and s…
43789
InfoseekAI
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
81
43790
datanika-io
datanika-mcp Claim
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage …
N/A N/A
43791
promptaholic
Enables AI agents to automate Epiphany booking tasks, including checking availa…
N/A N/A
43792
godson
godson_1232 Claim
N/A N/A 95
43793 N/A N/A 95
43794
xiaobenyang-com
atlas-docs Claim
Discover and browse docs across libraries and frameworks. Search topics, skim h…
N/A N/A 95
43795
won3er
mermaid-mcp Claim
A basic MCP server example with a hello tool, info resource, and assistant prom…
N/A N/A
43796
hoornet
Enables MCP clients to read, search, create, update, and share collaborative do…
43797
cogspro1234
conclave Claim
An MCP server that enables an AI orchestrator to convene a council of other AIs…
N/A N/A
43798
GoVanAI
mem-graph Claim
Graph-relational memory MCP server for persistent LLM memory, featuring wikilin…
N/A N/A
43799
TradingViewBacktestAssistant
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can: run st…
N/A N/A 95
43800
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
N/A N/A
Showing 43751–43800 of 67197 servers
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