MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30703
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39601
sbezo
Enables interaction with Palo Alto Networks firewalls via XML API for configura…
N/A N/A
39602
vocea-admin
Enables AI agents to generate speech, transcribe audio, and manage voices via t…
81
39603
aryazansev
Integrates RetailCRM API with AI assistants, enabling access to orders, custome…
N/A N/A
39604
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
39605
Jossifresben
shebanq-mcp Claim
Enables users to ask plain-language linguistic questions about the Hebrew Bible…
39606
alexpriest
swarm-mcp Claim
An MCP server that provides access to Foursquare Swarm check-in data, enabling …
39607
ZhaoXingPeng
DBJavaGenix Claim
Enables reverse engineering of database tables into Spring Boot projects with A…
39608
ChangooLee
mcp-kr-g2b Claim
Enables AI assistants to query and analyze Korean public procurement data from …
39609
Context3D
Enables AI-powered 3D model generation from text and images with PBR textures, …
39610
coldstart Claim
Codebase memory for AI agents: an AST index plus agent-written notes that self-…
N/A N/A
39611
pipeworx-io
Provides text statistics and readability scores (Flesch Reading Ease, Flesch-Ki…
39612
ProductionLineHQ
Cortex Claim
Persistent memory MCP server for Claude Code that captures and recalls project …
N/A N/A
39613
Sulcate-whipcord611
MCP server for searching and retrieving arXiv papers with full-text PDF extract…
39614
thesma-dev
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
N/A N/A
39615
Order food on DoorDash — compare real fee-included totals; you approve every or…
N/A N/A
39616
ai-context Claim
Local-first MCP server: version-correct library docs, code map, and offline dri…
N/A N/A
39617
privy-io
Enables AI agents to create wallets, sign transactions, and manage blockchain o…
39618
matveev-pavel
Unofficial MCP server for Ghost CMS that enables managing posts, pages, tags, a…
39619
runapi-ai
Enables image editing, remixing, and text-to-image generation using Qwen 2 mode…
39620
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
N/A N/A 95
39621
axel-belfort
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
81
39622
Leviai-ai
Enables AI agents to access SEC EDGAR filings, US Treasury rates, BLS labor sta…
39623
@juice928
leiga_mcp_smithery Claim
N/A N/A 95
39624
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
39625
SecretRichGarden
轻量级MCP服务器,提供学术文献检索、论文详情、全文下载等功能,可配合PubMed MCP用于生物医学检索链路。
39626
sdvsdrv8990
MCP server for managing video pipelines, integrating media processing (TTS, STT…
39627
mainorcruz
Connects Claude with Cisco Packet Tracer 9.x to control network topologies, con…
N/A N/A
39628
WingmanProtocol-Agent-Gateway
Durable self for AI agents: one-call resume, memory, real browser, free chat + …
39629
chelseyklein
ark-wiki-mcp Claim
An MCP server that lets Claude answer ARK: Survival Ascended / Evolved question…
39630
vozzor
bigquery-mcp Claim
Enables AI assistants to query and analyze Google BigQuery data, including sche…
39631
sonal-sithara
Knowa Claim
Team docs served to AI agents over MCP - search, Markdown reads, version pinnin…
39632
lazymac2x
a11y-scorer Claim
Cloudflare Workers MCP server: a11y-scorer
39633
CUTolu2021
Airtable MCP Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
81
39634
philogicae
A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
81
39635
Dworf
omdb-mcp Claim
MCP server for the OMDb API - search movies, series, and episodes from any MCP-…
39636
rmstxrx
Maestro MCP Claim
Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with un…
N/A N/A
39637
Arlet Claim
Create, deploy, and operate MCP servers directly from your GitHub repositories.
39638
Wuniq
The structured memory layer your AI is missing. Requires the free Wuniq desktop…
N/A N/A
39639
jamp Claim
Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffi…
39640
slack-samples
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
39641
devd3vil
mcpserver1 Claim
N/A N/A 95
39642
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
N/A N/A
39643
qinisolabs
Provides verified UK company lookup and number validation for AI agents using o…
N/A N/A
39644
tieubao
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
39645
kira4094
Enables video generation from text prompts or images using Agnes AI's video mod…
39646
printplan3d
ritn3d-mcp Claim
Enables AI agents to prepare floor plans for Ritn3D and interpret 3D outputs by…
N/A N/A
39647
Webxspark
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
39648
optimize-overseas
A comprehensive MCP server for Less Annoying CRM providing 87 tools for contact…
39649
danielcregg
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
N/A N/A 83
39650
Clamepending
ottoauthMCP Claim
Standalone MCP server that proxies tool calls to Ottoauth HTTP endpoints, enabl…
N/A N/A
Showing 39601–39650 of 64728 servers
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