AI & LLM Tools MCP servers

Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context sharing.

LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.

Local-first LLM deployment planner: GPU/VRAM sizing, cost and latency, with provenance

Search 23,995 Chinese statutes and verify citations to catch LLM-fabricated references.

AI poker arena for agents. Play rated poker on chipzen.ai against LLM bots and human-built bots.

Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 browser tools.

Self-hosted Slack bot: mention it and Claude Code or Codex investigates CloudWatch logs, runs tests and opens PRs, with credentials held by an MCP server.

Cross-session memory for Claude Code — context capture, semantic search, recall

Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.

Search and share Claude Code snippets, prompts, Q&A solutions, error fixes and MCP server configurations from the ClaudeCodeNavi community.

Real-time music visualiser + MCP server. Listens to MIDI or audio, draws it in a Western-music-theory visual language, and exposes the whole thing to Claude Desktop for natural-language control.

Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.

Delegates documentation and code analysis, including calls to other MCP servers, to a local or low-cost OpenAI-compatible LLM to save top-tier model tokens.

Bridge AI coding hosts to the OpenAI Codex CLI for delegated implementation.

Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.

Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

Signed, cited, replayable workflows for Claude, Codex, Gemini, DeepSeek, and other agents.

FinOps agent MCP: allocated AWS, GCP, Azure, Kubernetes, SaaS & AI cost for Claude or any agent

Coordinate parallel coding agents: TTL file claims across git worktrees, hooks blocking colliding edits, presence, handoff notes and searchable lessons.

Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

MCP server for Aurora, the AI audio workbench. Your AI agent (Claude, Cursor, or any MCP client) drives music generation, covers, sample manufacturing, 7-stem separation, and DAW-ready stem organization. Files land on disk.

MCP server and CLI that lets an agent (Claude Code, Claude Desktop, Codex, Hermes) read and write a Fragment writing account.

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.

MCP server exposing Google Antigravity (agy CLI / Gemini): jobs, codebase analysis, file tools.

Personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local embeddings.

MCP server that lets AI agents (Grok Bot, Cursor, Claude Code, etc.) deploy tokens on pump.fun — create + optional dev buy in one transaction

Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.

Read-only stdio MCP server for a versioned convention card in Claude Code.

Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.

macOS-only MCP server that exposes iMessage chat.db to Claude and exports per-chat history to an…

Local, cross-provider preflight checks for LLM integration changes.

MCP server for self-hosted Laserfiche repositories — search and read documents from Claude.

Local LLM does Claude's bulk work: reads logs and files, researches the web, writes test-gated code.

MacWhisper transcription for Claude Desktop. Fully local, no cloud, audio stays on your Mac.

Email MCP server for Codex and Claude with IMAP, SMTP, Apple Mail, Microsoft, and Mailtrap

MCP server for Malt.fr. Read your freelance profile, stats, and missions from Claude.

MCP for Yandex Direct: manage ad campaigns & analytics from Claude or ChatGPT

Find the problems that break an MCP server in specific MCP clients (Claude, ChatGPT, Cursor, VS Code, Codex and more), with sourced client facts, SDK upgrade help and CI output.

A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models — Web UI, CLI, and MCP interface over one shared store.

Local-first memory, hybrid RAG, and agent personalization for AI coding agents (OpenCode, Claude Code, Codex, Gemini CLI, Antigravity). MCP server + CLI with persistent context, document ingestion, vector + SQLite FTS5 retrieval, sync, setup, and safe uni

Edit your Overleaf LaTeX projects from Claude and ChatGPT; every change is a real Git commit.

Experimental code intelligence platform for Claude Code with AST parsing and context analysis

Self-hosted NVIDIA NIM API-key manager with a Claude MCP connector; deploy your own instance.

4K AI image generation via NanoBanana Pro 2: Pro + Flash models, Google Search grounding

Bridge to the OpenAI API for accessing GPT-4, GPT-4o and other OpenAI models.

MCP server for image generation via OpenRouter — supports quality presets, image editing, batch operations, and multiple models

An MCP server that connects OpenSpec to AI assistants like Codex, Claude, and Cursor.

Assistant editor for Premiere Pro and DaVinci Resolve: logs, transcribes, rough cuts, subtitles, QC