MCP Server Directory

Google Scholar io.github.johnisanerd/google-scholar

Search Google Scholar for academic papers, citations, and author profiles.

Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Signal, not verdict.

Rackspace Spot io.github.rackspace-spot/spot-mcp

Manage Rackspace Spot Kubernetes Cloudspaces, node pools, and VMs from your AI assistant.

iconify io.github.pipeworx-io/iconify

Iconify MCP — wraps the Iconify public API (free, no auth)

Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as MCP tools.

Let AI agents see and interact with terminal/CLI apps via PNG screenshots

dubai-property-signal com.airblockfz/dubai-property-signal

Dubai property signals: 42 areas, AED/sqft index, verdict + rankings. Pay-per-call x402.

Mnemoverse Memory io.github.mnemoverse/mcp-memory-server

Hosted memory for AI agents that learns from outcomes — one key across Claude, Cursor & ChatGPT.

RedirectBoss com.redirectboss/mcp

Manage hosts, redirects, SSL, and traffic analytics from Claude and other AI assistants.

inflation-signal com.airblockfz/inflation-signal

Inflation & Fed liquidity thermometer: 47 macro series, too_low..too_high. Pay-per-call x402.

MCP server for interacting with Oracle databases

An MCP server for MySQL databases.

Connect RStudio to AI assistants for interactive R coding and data analysis.

Context Assurance for AI agents: context engineering, AI cost optimization, verification.

High-performance audio, music, and voice generation MCP server for Gemini 2.5 and Lyria 3.

Local MCP for Power Automate with browser-backed auth, target locking, review diff, and rollback.

Graph-based memory system for LLMs with knowledge graphs and semantic search.

Revdoku com.revdoku/revdoku

Create account-free website previews and publish durable sites from AI agents with Revdoku.

MCP server providing official Google and Anthropic prompting guides for meta-prompt generation.

Input/output safety for AI agents: known-pattern injection and obfuscation scan, URL/IP, secrets.

AI agent payments with human approval. Local-first, encrypted credentials, budget controls.

Laviya AI Orchestration MCP runtime for IDE and agent integrations.

RoboSelect360 - Humanoid Robot Intelligence com.roboselect360/humanoid-robots

Market & supply-chain intelligence on 34 humanoid robots: scores, specs, pricing. No key.

Scholar Sidekick io.github.mlava/scholar-sidekick-mcp

Catch AI-fabricated citations (real DOI + fake title). Retraction, open-access, 10,000+ CSL styles.