Discover Awesome MCP Servers

Memory MCP

An advanced cognitive memory agent for AI chatbots that provides long-term, autonomous memory using a four-agent system for monitoring, extraction, reconciliation, and consolidation.

Cuéntica MCP

MCP server to interact with the Cuéntica accounting API, allowing users to manage invoices, expenses, income, clients, providers, and bank accounts via natural language.

HPE Networking Assistant

Query your Juniper Mist network in natural language directly from Claude Desktop, providing read-only access to network inventory, clients, alarms, and more via the Mist API.

Claude Talk to Figma MCP

Enables AI assistants like Claude and Cursor to interact directly with Figma to create, modify, and analyze design elements in real-time. It provides a comprehensive suite of tools for document inspection, styling, component management, and automated layout via a bidirectional WebSocket connection.

MCP + CrewAI Agentic Integration

A FastMCP server providing real-time weather, news retrieval, and local note management tools for autonomous CrewAI agents. It enables context-aware multi-agent workflows with observability and high-speed inference integration.

OpenSearch MCP Server

Enables retrieval of error stack traces by transaction ID from OpenSearch logs, supporting configurable connection settings and Docker deployment.

CallGraph MCP Server

Enables analysis of Java call graphs in Axelor projects via ASM bytecode analysis, supporting dependency discovery, change impact analysis, and call chain tracing through SQLite queries.

terminal-use-mcp

Local + remote terminal interaction control MCP Server. Lets AI agents control interactive TUI programs the way a human would.

openserverless-mcp

An MCP server for OpenServerless that exposes action tools for creating, invoking, and managing API endpoints with integrated services like S3, PostgreSQL, Redis, and Milvus.

Fergus MCP Server

Enables AI assistants to interact with Fergus job management platform through secure API integration. Supports managing jobs, customers, quotes, and sites with real-time data synchronization.

Stealth Browser MCP Server

Provides stealth browser capabilities using Playwright with anti-detection techniques, allowing MCP clients to navigate websites and take screenshots while evading common bot detection systems.

MCP Memory Service - TypeScript

A cloud-based vector memory service that provides AI assistants with persistent storage, semantic search, and entity management via the Model Context Protocol. It features multi-tenant isolation and bidirectional synchronization with macOS and Google contacts and calendars.

jitapi

Point Claude at any API. JitAPI figures out which endpoints to call and in what order — automatically. Register any OpenAPI spec, search endpoints in plain English, and orchestrate multi-step workflows across multiple APIs. No API keys required — works out of the box with local embeddings.

troubleshooting-mcp-server

A comprehensive MCP server that provides system troubleshooting and diagnostic tools, enabling LLMs to diagnose system issues, monitor resources, check logs, and test connectivity.

Storyblok MCP

Enables to manage Storyblok components through natural language descriptions, including creating and updating components with various field types.

FinanceMarker MCP Server

MCP server for integrating FinanceMarker.ru with LLM agents, IDEs, n8n, and other MCP-compatible clients. It proxies the FinanceMarker REST API and exposes it as a set of MCP tools.

SkillAudit

AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent capabilities, check security gates, and assess reputation. 4 tools: scan_url, scan_github, gate_check, reputation_check.

IndexFoundry MCP

Creates deterministic, auditable vector databases from any content source with deployable RAG applications. Supports multiple embedding providers and vector databases with fine-grained pipeline control or project-based workflows.

Skillroute MCP

Provides AI agents with a structured library of engineering skills, best practices, and playbooks for software development.

Massive Context MCP

An MCP server that enables processing of massive datasets up to 10M+ tokens using a recursive language model pattern for strategic chunking and analysis. It automates sub-queries and result aggregation using free local inference via Ollama or the Claude API to handle context beyond standard prompt limits.

arxiv-query-mcp

Enables AI assistants to search arXiv papers, retrieve metadata, browse categories, and read paper text.

tuiml

TuiML is an agent-native ML runtime that lets you install, connect to your AI agent, and run real ML workflows—classification, regression, clustering, experiments—from one structured interface.

CloakBrowser Search MCP

A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and bot blocks, supporting Google and DuckDuckGo with automatic fallback.

kaggle-mcp

A full-featured MCP server for the Kaggle API — competitions, datasets, kernels, models, benchmarks, and discussions.

Carousels MCP from Houtini

MCP server that turns articles, transcripts, and markdown into LinkedIn carousel PDFs, Instagram PNGs, and Threads PNGs. Content in, slides out. No web UI, no cloud service.

HelloBooks AI MCP Server

AI agents that automate bookkeeping, bank reconciliation, and month-end financial close for SMBs and CA firms.

mcp-server-mssql

Provides tools to connect, query, and manage Microsoft SQL Server databases through the MCP protocol, including support for stored procedures, transactions, and schema inspection.

Wikipedia MCP Server

Provides comprehensive Wikipedia access for AI assistants via MCP Streamable HTTP transport, enabling search, article retrieval, summaries, section analysis, link discovery, and multi-language support.

Salesforce Copilot MCP

Enables Microsoft 365 Copilot to interact with Salesforce through REST APIs, supporting queries, object descriptions, pipeline summaries, and anomaly detection.

mcp-crypto

Provides cryptocurrency market data (top coins by market cap) and fiat currency exchange rates.