MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30703
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39801
stabgan
mcp-icd10 Claim
Offline MCP server for ICD medical code lookup, search, and crosswalk translati…
N/A N/A
39802
sbezo
Enables interaction with Palo Alto Networks firewalls via XML API for configura…
N/A N/A
39803
vocea-admin
Enables AI agents to generate speech, transcribe audio, and manage voices via t…
81
39804
aryazansev
Integrates RetailCRM API with AI assistants, enabling access to orders, custome…
N/A N/A
39805
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
39806
Jossifresben
shebanq-mcp Claim
Enables users to ask plain-language linguistic questions about the Hebrew Bible…
39807
alexpriest
swarm-mcp Claim
An MCP server that provides access to Foursquare Swarm check-in data, enabling …
39808
ZhaoXingPeng
DBJavaGenix Claim
Enables reverse engineering of database tables into Spring Boot projects with A…
39809
ChangooLee
mcp-kr-g2b Claim
Enables AI assistants to query and analyze Korean public procurement data from …
39810
Context3D
Enables AI-powered 3D model generation from text and images with PBR textures, …
39811
coldstart Claim
Codebase memory for AI agents: an AST index plus agent-written notes that self-…
N/A N/A
39812
pipeworx-io
Provides text statistics and readability scores (Flesch Reading Ease, Flesch-Ki…
39813
ProductionLineHQ
Cortex Claim
Persistent memory MCP server for Claude Code that captures and recalls project …
N/A N/A
39814
Sulcate-whipcord611
MCP server for searching and retrieving arXiv papers with full-text PDF extract…
39815
thesma-dev
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
N/A N/A
39816
Order food on DoorDash — compare real fee-included totals; you approve every or…
N/A N/A
39817
ai-context Claim
Local-first MCP server: version-correct library docs, code map, and offline dri…
N/A N/A
39818
privy-io
Enables AI agents to create wallets, sign transactions, and manage blockchain o…
39819
matveev-pavel
Unofficial MCP server for Ghost CMS that enables managing posts, pages, tags, a…
39820
runapi-ai
Enables image editing, remixing, and text-to-image generation using Qwen 2 mode…
39821
Quegenx
Enable AI assistants to search hotels, manage bookings, and access hotel data s…
N/A N/A 95
39822
axel-belfort
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
81
39823
Leviai-ai
Enables AI agents to access SEC EDGAR filings, US Treasury rates, BLS labor sta…
39824
@juice928
leiga_mcp_smithery Claim
N/A N/A 95
39825
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
39826
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。
39827
sdvsdrv8990
MCP server for managing video pipelines, integrating media processing (TTS, STT…
39828
mainorcruz
Connects Claude with Cisco Packet Tracer 9.x to control network topologies, con…
N/A N/A
39829
WingmanProtocol-Agent-Gateway
Durable self for AI agents: one-call resume, memory, real browser, free chat + …
39830
chelseyklein
ark-wiki-mcp Claim
An MCP server that lets Claude answer ARK: Survival Ascended / Evolved question…
39831
vozzor
bigquery-mcp Claim
Enables AI assistants to query and analyze Google BigQuery data, including sche…
39832
sonal-sithara
Knowa Claim
Team docs served to AI agents over MCP - search, Markdown reads, version pinnin…
39833
lazymac2x
a11y-scorer Claim
Cloudflare Workers MCP server: a11y-scorer
39834
CUTolu2021
Airtable MCP Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
81
39835
philogicae
A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
81
39836
Dworf
omdb-mcp Claim
MCP server for the OMDb API - search movies, series, and episodes from any MCP-…
39837
rmstxrx
Maestro MCP Claim
Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with un…
N/A N/A
39838
Arlet Claim
Create, deploy, and operate MCP servers directly from your GitHub repositories.
39839
Wuniq
The structured memory layer your AI is missing. Requires the free Wuniq desktop…
N/A N/A
39840
jamp Claim
Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffi…
39841
slack-samples
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
39842
devd3vil
mcpserver1 Claim
N/A N/A 95
39843
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
N/A N/A
39844
qinisolabs
Provides verified UK company lookup and number validation for AI agents using o…
N/A N/A
39845
tieubao
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
39846
kira4094
Enables video generation from text prompts or images using Agnes AI's video mod…
39847
printplan3d
ritn3d-mcp Claim
Enables AI agents to prepare floor plans for Ritn3D and interpret 3D outputs by…
N/A N/A
39848
Webxspark
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
39849
optimize-overseas
A comprehensive MCP server for Less Annoying CRM providing 87 tools for contact…
39850
danielcregg
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
N/A N/A 83
Showing 39801–39850 of 64728 servers
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