AI & ML MCP Servers

Local-first, source-traceable agent memory — no LLM at ingest, fully offline

You can connect any API to LLMs. This enables AI to interact directly with APIs

Code-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.

Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.

Fetch current stock prices and key data for symbols across global markets. Look up companies like…

MCP server that turns HTML MUP panels into interactive UI tools for LLMs.

Local-first, read-only MCP server for evidence-backed repository memory.

An open-source MCP server that provides LLM access to the Sauce Labs API

Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP.

An open-source MCP server that provides LLM access to the Sauce Labs API

SWI-Prolog as a logic calculator for LLMs

Fetch the latest available stock quotes by ticker symbol across international markets. Check price…

情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力

OpenAI image generation MCP server for Model Context Protocol hosts

One MCP endpoint for Claude Code, Codex, Gemini, Grok and Mistral CLIs, with durable async jobs.

Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.

AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

Retell AI MCP server: voice agent phone calls, agent management, LLMs, and voice discovery

Pull Deep Memory from across your Claude Code Sessions — when you need it.

Social media analytics, video analysis, and competitor intel for any MCP-compatible AI agent.

Cross-session memory for AI agents - knowledge graph, scoring, semantic search

Search Google's Knowledge Graph for structured information about real-world entities

Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.