MCP Server Directory

23,525 servers available across 19 categories

Showing 24 of 23,525 servers

dreamingms

Kael MCP Server

dreamingms/kael-mcp-server1

16 AI-native tools with dual SSE + streamable-http transport. Free tier available.

AI & MLJavaScript
nunolima

GitLab Documentation MCP Server

nunolima/gitlab-docs-mcp1

Searchable access to GitLab documentation from multiple repositories with full-text search.

Developer ToolsDockerfile
flowzap-xyz

io.github.flowzap-xyz/flowzap

flowzap-xyz/flowzap-mcp1

Create workflow, sequence, architecture, and mind map diagrams via AI assistants.

Developer ToolsTypeScript
ChrBoebel

Optical Context MCP

ChrBoebel/optical-context-mcp1

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.

OtherPython
airblackbox

io.github.shotwellj/air-blackbox

airblackbox/air-blackbox-mcp1

EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate

Developer ToolsPython
ryudi84

io.github.ryudi84/jwt

ryudi84/sovereign-mcp-servers1

MCP server for JWT decoding and inspection

Developer ToolsJavaScript
IPGeolocation

IPGeolocation.io MCP Server

IPGeolocation/ipgeolocation-io-mcp1

Official MCP server for IP geolocation, security, ASN, abuse, timezone, astronomy, and user-agent.

Developer ToolsTypeScript
BigVik193

ai.smithery/BigVik193-reddit-ads-mcp-test

BigVik193/reddit-ads-mcp1

Manage Reddit advertising end-to-end: browse ad accounts and payment methods, and organize campaig…

Testing & QualityJavaScript
linxule

MinerU

linxule/mineru-mcp1

MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch processing.

OtherJavaScript
james116blue

Journald MCP Server

james116blue/journald-mcp-server.git1

Incident forensic with log files analyzing

Developer ToolsPython
benswel

QR for Agent

benswel/qr-agent-core1

Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks

Search & KnowledgeTypeScript
Ludo-AI

Ludo AI Game Assets

Ludo-AI/ludo-mcp1

Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.

AI & ML
nuance-dev

io.github.nuance-dev/rival

nuance-dev/rival-mcp1

Query AI model benchmarks, pricing, and comparisons from rival.tips

Developer ToolsJavaScript
equilibrium-team

TweekIT MCP Server

equilibrium-team/tweekit-mcp1

Normalize and convert more than 400 file types via TweekIT's hosted MCP streamable HTTP endpoint.

File SystemsPython
pinion05

ai.smithery/pinion05-supabase-mcp-lite

pinion05/supabase-mcp-lite1

Same functionality, consuming only 1/20 of the context window tokens.

DatabasesTypeScript
LarryWalkerDEV

ImmoStage Virtual Staging

LarryWalkerDEV/mcp-immostage1

AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

AI & MLTypeScript
contraptionco

co.contraption/mcp

contraptionco/mcp1

An MCP server that provides [describe what your server does]

OtherPython
unulu-ai

unulu

unulu-ai/unulu1

AI agent website builder. Create and publish link-in-bio sites via MCP or REST API.

Search & Knowledge
Turbo-Puffin

Measure.events Analytics

Turbo-Puffin/measure-mcp-server1

Privacy-first web analytics. Query pageviews, referrers, trends, and AI insights.

Search & KnowledgeJavaScript
andylbrummer

io.github.andylbrummer/neural-mcp

andylbrummer/math-mcp1

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

Developer ToolsPython
quotewise

Quotewise

quotewise/mcp1

Semantic quote search with 600K quotes. Find quotes by meaning, verify attributions.

Search & KnowledgeJavaScript
hovecapital

capital.hove/read-only-local-postgres-mcp-server

hovecapital/read-only-local-postgres-mcp-server1

MCP server for read-only PostgreSQL database queries in Claude Desktop

DatabasesJavaScript
socialneuron

com.socialneuron/mcp-server

socialneuron/mcp-server1

52 MCP tools for AI social media: create, distribute, analyze, and optimize content.

Developer ToolsTypeScript
productstein

io.github.productstein/holomime

productstein/holomime1

Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP

Developer ToolsTypeScript
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