MCP Server Directory

Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.

Risk Assessment Ai MCP Server by MEOK AI Labs

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

llm-orchestration-agent io.github.mikerawsonnz/llm-orchestration-agent

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

Scb Se io.github.pipeworx-io/scb-se

Statistics Sweden (SCB) — PxWeb JSON-stat statistical database

structured-output-agent io.github.mikerawsonnz/structured-output-agent

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

Long-term memory for Claude Code, Cursor and any MCP client, with a searchable web dashboard.

Axiom Agentic Tools io.github.0xAxiom/axiom-agentic-tools

x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT pass.

traced-llm-proxy io.github.mikerawsonnz/traced-llm-proxy

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t

Software Bill of Materials generation + validation in CycloneDX 1.6 and SPDX 2.3 formats. Requir...

SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.

Avo io.github.avohq/avo

Define, ship & query your analytics tracking from one source of truth, trusted by humans and agents.

AI simulated crypto trading with real-time Upbit prices — 11 tools, 5 resources, 5 prompts

Ghostdom io.github.walkojas-boop/ghostdom

Headless-browser-as-JSON with memorymarket cache economics. Real Chromium, crypto settlement.

AI agent tools for Open Security Controls Assessment Language (OSCAL)

Install + query Scope analytics from an AI coding agent (Claude Code, Cursor, etc.).

Scryfall io.github.pipeworx-io/scryfall

Scryfall MCP — Magic: The Gathering card database.

schema-validator-ai-mcp MCP server by MEOK AI Labs

MCP for ARES, the Czech business registry: lookup, due diligence, insolvency, signed provenance

2,500+ scientific tools for AI scientists: life science, research, literature, and more.

Natal charts, transits, history, ingress forecasting, aspects, composite & Davison charts — SQLite.

Mindstone-internal release-pipeline test connector; not for use. Single ping tool; no auth.

piu-copy-mcp io.github.aymandakir-gh/piu-copy-mcp

GrowthHackers copywriting prompts (Meta/Google Ads, email, VSL) as MCP tools — search & generate.

Microsoft 365 Outlook mail via Graph: read, search, send, reply, forward, draft, move, delete.