Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Unified access to global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNorm, MeSH. 27 tools for medical coding, terminology lookup, and crosswalk mappings.

Attested healthcare-finance MCP. Scan medical bills, estimate appeal probability, generate state-specific appeal letters, benchmark commercial rates, look up ICD-10/CPT/NPI/DEA. Every response Ed25519-signed so LLMs can cite + verify.

Search and retrieve articles from medRxiv, the preprint server for health sciences.

Burn-to-create looksmaxxing engine on MegaETH with 14 MCP tools for swap quotes, token stats, NFT minting, gallery, leaderboard, wallet checks, gasless burns, and orchestrated agent flows

Interact & query with Meilisearch (Full-text & semantic search API)

Integrates with Mem0.ai to provide persistent memory capabilities for LLMs, supporting cloud, Supabase, and local storage.

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

A decentralized memory layer for AI agents providing secure, persistent storage for conversation history and knowledge.

Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.

Generate memes using the ImgFlip API. Requires ImgFlip account credentials.

A Three-Layer Memory Architecture for LLMs (Redis + Postgres + Vector) MCP

A scalable knowledge graph memory system for LLMs with semantic retrieval and temporal awareness, using Neo4j as a backend.

Persistent memory for AI agents — store what matters, recall by meaning, skip the rest

Performs targeted searches across Memex conversation history and project files.

Enables Large Language Models to store and retrieve persistent memories with intelligent search capabilities.

A server that provides a memory system for LLMs, enabling persistent conversations with various providers like OpenAI, Anthropic, and OpenRouter.

Self-hosted MCP memory server for personal use and teams

Persistent, inspectable memory for AI agents via hosted MCP and API. Supports recall, structured query, lineage, correction, and tenant-scoped remote memory.

A lightweight MCP server for semantic memory storage, knowledge graphs, and cross-session context

Prevents your AI from breaking code by revealing hidden file dependencies through git forensics.

With Memori's MCP server, your agent can retrieve relevant memories before answering and store durable facts after responding, keeping context across sessions without any SDK integration.

Cross-agent memory bridge with knowledge graph, workspace sync, and auto-memory hooks. Supports Windsurf, Cursor, Claude Code, Codex, and VS Code Copilot.

Knowledge graph-based persistent memory system

Persistent memory MCP server for AI coding assistants with 5-layer cognitive model, hybrid semantic+keyword search, and checkpoint/resume. Zero cloud, local-first.

An AI-assisted development plugin that maintains persistent project context using structured markdown files for goals, decisions, and progress.

An MCP server for remote memory bank management, enhanced with Supergateway for streamable-http transport. It supports multi-project management and requires persistent storage.

A production-ready Model Context Protocol (MCP) server that provides a powerful, vector-native memory bank for AI agents. Built with the Protocol-Lattice Go Agent Framework, this server offers persistent, searchable, and shareable memory with multiple database backends.

An MCP server that reduces token consumption by efficiently caching data between language model interactions.

Extends the MCP Memory server to create and manage a knowledge graph from LLM interactions.

Extends the Memory server with PouchDB for robust document-based storage, custom memory file paths, and interaction timestamping.