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AI & ML

AI & ML MCP Servers

LLM providers, agents, models, embeddings, inference, and machine learning workflows.

X402 Express

io.github.ihen404

Verified

Express.js HTTP 402 payment middleware for AI agent micropayments

STDIODesktop only
AI & ML0 toolsSep 25, 2026

ExecBro

io.github.igorzheludkov

Verified

Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots

STDIODesktop only
AI & ML0 toolsSep 25, 2026

JDBC MCP Server

io.github.igorolv

Verified

Read-only PostgreSQL, Oracle and SQL Server access for AI agents: SQL, plans, schema, index stats

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Memshelf Mcp

io.github.ignatenkofi

Verified

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Rails Agent Skills

io.github.igmarin

Verified

Rails development skills, docs, and workflows exposed through MCP stdio.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Vim Mcp

io.github.iggredible

Verified

Connect Claude Code to Vim/Neovim - query state, execute commands, search help, record macros

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Dolphin Mcp Pilot

io.github.iflytek

Verified

AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

ParCAD

io.github.ierehon1905

Verified

Parametric CAD as code: model 3D-printable parts on an exact B-rep kernel, measured.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Vincikit

io.github.idoco2003

Verified

AI stack configurator with conversational interviews and intelligent recommendations

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Glyphloop

io.github.ideoshi

Verified

Create loop-perfect ASCII animations and website-ready embeds with an AI agent.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Saperly

io.github.idanbier999

Verified

Phone carrier for AI agents. Provision numbers, make calls, send SMS, TCPA compliance built-in.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Pbx Mcp

io.github.ictinnovations

Verified

Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Ictexam Mcp

io.github.ictinnovations

Verified

Read exams, gradebooks and item analysis; parse papers with AI and publish exams.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Chp Mcp

io.github.icohangar-ops

Verified

Spend approval gate for AI agents: budget caps, HITL thresholds, signed audit hash.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Hadith Checker [Dorar.net]

io.github.ibnsaleem29

Verified

Research Hadith, authenticity, grading, Takhrij and Sharh [commentaries] in Claude Desktop for free.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

MemAuthority

io.github.iasi777

Verified

Git-backed long-term memory authority for AI agents via MCP.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Mailsnail

io.github.iancollins27

Verified

Send USPS letters, postcards & certified mail from any agent. No signup; pay-per-piece via Stripe.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Bbox Mcp Server

io.github.iamvibhorsingh

Verified

Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Memex

io.github.iamtouchskyer

Verified

Zettelkasten-based agent memory system with bidirectional links

STDIODesktop only
AI & ML0 toolsSep 25, 2026

ShipScreens MCP Server

io.github.iamjamb

Verified

Use this for agent inspect/plan/import/verify/stage store screenshots; not translation-only.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Inquisitor

io.github.iamalisson

Verified

Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Iterminal

io.github.iTophua

Verified

MCP Server for iTerminal SSH Connection Manager - Control SSH servers through Claude.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

Assurance

io.github.i-ops-hq

Verified

Checks what an agent did NOT read. Coverage over a retrieval step or a folder. No model.

STDIODesktop only
AI & ML0 toolsSep 25, 2026

grad-agent

io.github.i-ninte

Verified

Autonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking.

STDIODesktop only
AI & ML0 toolsSep 25, 2026