MCP Servers 21,777

Jules Dispatch

io.github.Yuuqq/jules-dispatch

A✓Verified

Batch-dispatch coding tasks to Google Jules: 50 parallel sessions, plan approval, PR collection.

Dreamd

io.github.botzrDev/dreamd

A✓Verified

Local-first, cross-harness memory for AI coding agents.

Zsh Tool

io.github.ArkTechNWA/zsh-tool

B✓Verified

Zsh for Claude Code.

Schelling Protocol

io.github.codyz123/schelling-protocol

B✓Verified

Universal coordination protocol for AI agents.

Yaver

io.github.yaver-io/yaver

B✓Verified

Phone-first local dev MCP for Claude Code and Codex: install Yaver, pair mobile, run, build, deploy.

Openfda Server

io.github.cyanheads/openfda-mcp-server

A✓Verified

Query FDA data on drugs, food, devices, and recalls via openFDA.

Contentrain

io.github.Contentrain/contentrain

A✓Verified

Git-native content governance for AI agents — 24 deterministic MCP tools over stdio and HTTP.

Pseudolife Memory

io.github.Pseudogiant-xr/pseudolife-mcp

A✓Verified

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.

Starling Bank

io.github.domdomegg/starling-bank-mcp

B✓Verified

Allow AI systems to view and control your Starling Bank account via MCP.

Ableton Live MCP Server

io.github.wstierhout/ableton-live-mcp

A✓Verified

Control Ableton Live with 156 typed tools for music production and offline .als analysis.

Agentic Design System

io.github.aa-on-ai/agentic-design-system

A✓Verified

Render web and SwiftUI evidence, run explicit visual judgment, and trace ADS UI decisions.

Adaptive Recall

io.github.AIAppsAPI/adaptive-recall

B✓Verified

Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

Scholar RAG MCP

io.github.notwhiteblank/scholar-rag-mcp

A✓Verified

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

Grafyx

io.github.bilal07karadeniz/grafyx

B✓Verified

Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.

Zendesk

io.github.michaelrice/zendesk-mcp

A✓Verified

Zendesk MCP server for Claude Code and other MCP clients

Mtg Oracle

io.github.gregario/mtg-oracle

B✓Verified

Magic: The Gathering MCP server — cards, rules, combos, and Commander intelligence

SSH Session MCP

io.github.Zw-awa/ssh-session-mcp

B✓Verified

Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking, and policy rules.

Google Ads

io.github.davidmosiah/google-ads-mcp

A✓Verified

Unofficial Google Ads MCP for campaigns, keywords, budgets, and gated mutations.

Biorxiv Server

io.github.cyanheads/biorxiv-mcp-server

B✓Verified

Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.

AI Proof of Us

io.github.0xddneto/ai-proof-of-us

A✓Verified

Private signed AI task receipts with replay checks and optional validated AIPOU claims.

Composer

io.github.OliverGrabner/composer

B✓Verified

Give your AI coding agent an architecture canvas to design and evolve diagrams.

One Shot Ui

io.github.TN0123/one-shot-ui

B✓Verified

Deterministic UI extraction and screenshot diffing for AI coding agents.

Krs Poland

io.github.pkolawa/mcp-krs-poland

A✓Verified

Polish National government's registry of all businesses, foundations, and other legal entities.

Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.