MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48051
spitimage
chart-mcp Claim
Renders interactive Chart.js charts inside MCP hosts like Claude Desktop, enabl…
N/A N/A
48052
matematicsolutions
dk-eli-mcp Claim
Provides access to Danish legislation from Retsinformation.dk, enabling retriev…
48053
kodegrenade
Enables AI assistants to generate fake Nigerian data including names, addresses…
N/A N/A
48054
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
48055
closermethod
MCP server for AI agents handling EOR & global hiring conversations. 8 tools: c…
48056
metaneutrons
An MCP server for managing pandoc/CSL-YAML bibliographies and verifying citatio…
N/A N/A
48057
kmatrimony0-ops
This MCP server provides governed read access to the Analytos Brain knowledge g…
48058
a2395663320
abcd Claim
N/A N/A 95
48059
Shiverion
An MCP-only server for evidence-based EPC tender screening that enables AI agen…
N/A N/A
48060
askaudience
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
81
48061
Benmebrouk
Wauldo Claim
Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…
48062
toshi-bata
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
N/A N/A
48063
ManikLakhanpal
Enables AI assistants to interact with the Zerodha trading platform for placing…
N/A N/A
48064
matipojo
Enables live preview of Storybook components inside the IDE as the AI edits the…
N/A N/A
48065
err0n-0x2A
bhe_mcp Claim
Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
48066
blottosicei
An MCP server that provides real-time emergency room availability, open hospita…
48067
cathalos92
Structured AI project planning: cycles, tasks, strategy reviews, and build hand…
N/A N/A 95
48068
zhaoran025
SmartDB MCP Claim
智能数据库查询 MCP 服务,支持在 AI 编程工具中用自然语言查询数据库。
N/A N/A
48069
jhalsey87
Model Context Protocol (MCP) server that provides access to the Grants.gov API …
N/A N/A
48070
matilarrazabal
Enables managing todo lists and tasks through natural language, supporting crea…
48071
zhentong520
wx4py-mcp Claim
MCP server for WeChat PC automation, enabling message sending, voice/video call…
N/A N/A
48072
litvaerickson-spec
Provides AI agents with a secure offline-first long-term memory system using Ob…
N/A N/A
48073
tougenrip
An MCP server that provides image generation using Google's Nano Banana Gemini …
48074
AiAgentKarl
MCP server for agent reputation staking — trust through skin-in-the-game. Agent…
N/A N/A
48075
junter1989k-ai
Zambia payments for AI agents — mobile money via Flutterwave. Never holds funds.
48076
DarynaFor
varta-mcp Claim
Spam classification MCP server for AI agents that classifies messages as SPAM, …
48077
GowthamRam2000
Finds the cheapest nearby option for a dish on your own Swiggy account, ranked …
48078
Areeburrehman-26
Provides a single tool to display visual progress bars for time remaining in th…
48079 N/A N/A 95
48080
vaibhavgupta5
Provides AI agents with a structured library of engineering skills, best practi…
N/A N/A
48081
Winter-And-You-Gone
Enables text-only agents to process images by accepting image files, base64 dat…
48082
Auxin-io
Miami Friend Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
N/A N/A 95
48083
AgileAutomationTechnologies
Provides offline semantic validation for TcGen Structured Text (ST) review bund…
N/A N/A
48084
Drumworks
ssid-mcp Claim
Identify the manufacturer behind any MAC address; flags randomized/private addr…
N/A N/A
48085
minasenel
AI-powered IT support server that understands issues in Turkish and English, su…
48086
rubenzarroca
Pacioli Claim
MCP server that connects Claude Code to the Holded API for natural language fin…
N/A N/A
48087
FreeOnePlus
Enables natural language querying of Apache Doris databases via LLM-powered SQL…
48088
civitai
Enables AI agents to fully interact with the Civitai platform, including browsi…
N/A N/A
48089
jdug-jadodev
Efficiently loads, caches, and delivers project file context for AI agents usin…
N/A N/A
48090
ConnorBoetig-dev
Provides unrestricted access to your development environment with filesystem op…
N/A N/A 95
48091
Whatsonyourmind
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
81
48092
0xadvait
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
48093
huber
Enables access to Fronius solar inverter data via the MCP protocol, allowing re…
48094
acamolese
Enables AI assistants to analyze Screaming Frog SEO Spider crawl data through t…
N/A N/A
48095
marchev
claudit Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
81
48096
dcl632
Enables AI coding agents to automate Windows desktop applications through seman…
N/A N/A
48097
Geektasticdad
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
48098
Angus-repo
docio-mcp Claim
Enables document conversion between 50+ formats, including Excel and PDF, using…
N/A N/A
48099
pereirrd
Stores and searches AI-generated knowledge about software projects, enabling Cu…
48100
CSOAI-ORG
AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Ja…
N/A N/A 81
Showing 48051–48100 of 66518 servers
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