MCP servers

Content-addressed contracts and a verification cache that cut agent context by skipping proven code.

Build Laravel apps through conversation. Code stored as structured JSON for surgical AI edits.

AI Agent with Architectural Memory. Impact analysis (free), tests and code from the graph (pro).

Search and save to your Purl read-it-later knowledge base from any MCP client.

Secure, read-only access to Amazon Redshift with schema introspection and smart sampling

40+ Lightning-paid AI tools for agents: calls, SMS, fax, voice, translation. No signup, no keys.

MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.

Free digital marketing quote and strategy requests from Juicy Designs SA. No price returned.

MCP server for Google Analytics 4 — reports, realtime data, and admin

MCP server for MySQL/MariaDB — pooled async queries with destructive-query safety

API governance for AI agents. Detects breaking changes, scores blast radius, blocks unsafe calls.

Free agent continuity MCP: resume after compaction, warm handoff, recover from failure. No key.

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

Local-first cycle coach MCP for phase-aware nutrition and training context.

MCP server for browser automation via Vercel's agent-browser CLI

Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claude Desktop

MCP server for the OpenAI ChatGPT API — chat, vision, and embeddings

Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.

MCP server for OpenAI GPT image generation and editing

MCP server for Pexels — search photos and videos, and browse collections

Static FE-BE contract-drift checker: finds frontend calls the backend does not expose. CLI + MCP.

Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local

300+ free public & government data sources behind one API key, for AI agents.

Semantic code graph with 31 tools: callers, impact, complexity, unused code. 15 languages.

MCP server for the xAI Grok API — chat, vision, search, and embeddings

US-government semiconductor & quantum supply-chain intelligence: controls, entities, funding.

Search and map the Pentagon UAP/UFO releases plus curated official archives from 12 nations.

Local-first nutrition MCP for AI agents: food, barcode, photo, intake, hydration, goals.

8-dimension business diagnosis with Revenue Leak Score and triple-option recommendations

A standardized testing harness for MCP servers and agent workflows

Compact, source-linked context packs that reduce token waste for coding agents.

Professional Vedic astrology tools for AI agents via MCP.

Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memory compression.

Query logs from Graylog: get streams, search messages, aggregate, and get full data.

Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.

Local-first CGM MCP for AI agents: Dexcom Developer API + FreeStyle Libre via LibreLink Up.

Real-time cost awareness for MCP agent workflows

deBridge MCP

MCP server for Deckbase - exposes docs, template blocks, and project context

Search and inspect 6,500+ curated AI apps from the HyperStore directory.

Give your AI agents the ability to listen. Microphone capture and speech-to-text.

Swiss customs (TARES), FINMA registry & NOGA/NACE/ISIC classifications. 9 MCP tools, free tier.

Private persistent memory for Claude, ChatGPT & Gemini via MCP - semantic search, zero-code setup.

Domain-specific MCP tooling for legal document workflows

Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.

35 AI tools for image/video generation, TTS, transcription, OCR & embeddings via deAPI

Persistent memory for AI agents — verbatim conversations, searchable by meaning.

Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools

Keyless web access for AI agents: read bot-walled pages as Markdown, search, grab assets

Disposable inboxes for AI agents: create, wait for delivery, and extract email content or links.