Discover Awesome MCP Servers

Math MCP Server

A Python-based MCP server providing mathematical computation tools and plotting utilities for a wide range of math topics including calculus, matrix operations, statistics, and more.

abr-mcp

Enables querying and searching the Japanese Address Base Registry (ABR) data definitions and official documentation, including field definitions, datasets, and policy documents through tools like list_datasets, get_dataset, search_field, and search_docs.

@markygab/nest-mcp

NestJS package that provides decorator-based tool discovery, TypeBox/AJV validation, and MCP SDK server construction for building MCP servers.

regulationsgov-mcp

Enables interaction with the Regulations.gov API to search federal rulemaking dockets, proposed and final rules, public comments, and comment periods. Supports tracking FAR/DFARS case histories and monitoring open comment periods across federal agencies with optional API key authentication for higher rate limits.

trello-mcp

Enables AI agents to inspect and update Trello boards via the Trello REST API, supporting actions like reading boards, lists, cards, and performing CRUD operations on cards and checklists.

mcp-devils-advocate

Enforces structured adversarial reasoning via devil's advocate, premortem, assumption audit, and steelman protocols to stress-test claims and decisions.

airus-mcp

MCP server exposing 1688 and OZON e-commerce crawling tools, enabling AI agents to perform product search, image search, and supplier contact scraping via natural language.

Agentify MCP Server

Enables real-time tracking of AI task starts and completions with integrated webhook notifications for monitoring activity. It allows users to log progress and send task-related event data to external services via configurable webhook URLs.

VRMCP

Enables AI to control 3D VRM models via natural language, supporting expressions, animations, and bone manipulation in real-time through a web browser.

gengomcp

An MCP server that enables searching and retrieving ACL NLP conference papers from a Qdrant vector database using semantic search and structured filters like year, venue, and field of study.

MCP Server Code Execution Mode

Executes Python code in isolated rootless containers while proxying MCP server tools, reducing context overhead by 95%+ and enabling complex multi-tool workflows through sandboxed code execution.

mcp-server-smartsheet-rm

MCP server for Smartsheet Resource Management (10,000ft API). It enables AI agents to orchestrate time tracking, resource scheduling, projects, leaves, expenses, and custom fields.

Coherence XRM

MCP server that exposes Coherence XRM as tools for Claude, Cursor, Cline, and other MCP-compatible clients. The headline: chat_with_agent — send a message to your Coherence agent (Nash) from your agent and it can draft emails, create reminders, update records, post to social, create landing pages, and more, all under your workspace's approval rules.

Minimal Hevy MCP

Enables reading Hevy workout data and creating workout routines and logged workouts through Hevy's public API.

sc-mcp

A read-only MCP server that wraps the Scalable Capital CLI to expose broker data (portfolio, holdings, transactions, analytics, quotes, news) to any MCP-capable client.

MCP Codebase Mentor

An MCP server that acts as an AI mentor for any codebase using dual-layer indexing, enabling codebase initialization, tutorial generation, and semantic search.

Trackings MCP Server

Integrates Claude Desktop with trackings.ai to manage projects, configure keyword scans, and trigger run executions. It allows users to retrieve consolidated keyword results and monitor credit balances through natural language commands.

octave-mcp

MCP server for deterministic document infrastructure, enabling canonical normalization, schema validation, and grammar compilation for structured AI artifacts.

UOFastMCP

Enables interaction with U2 UniData/UniVerse databases through MCP tools for file, record, dictionary, and BP program operations, with built-in admin UI, JWT authentication, RBAC, and audit logging.

rag-mcp-server

Enables MCP clients to query a modular RAG knowledge hub with hybrid dense/sparse retrieval, reranking, multimodal image support, and traceable observability, all through natural language tools.

swagger-api-mcp-server

Parses Swagger 2.0 and OpenAPI 3.x specifications, exposing API endpoints, schemas, and authentication through MCP tools with local caching to reduce token usage.

gdelt-events-mcp

Enables macro/geopolitical event detection by wrapping the GDELT 2.0 API, providing tools for searching events, trending actors, and sentiment timeseries from global news.

Radius MCP Server

Enables AI agents to authenticate users, manage calendar events, create meetings, and maintain persistent API sessions for seamless integration with Russian business platforms. Provides comprehensive business productivity capabilities including session management, password operations, and cross-user calendar coordination.

PostgreSQL MCP Server (Read-Write)

Supports CRUD and DDL operations on PostgreSQL databases via MCP, enabling query, insert, update, delete, and schema changes through natural language.

claws-mail

Enables AI tools to read, search, compose, reply, forward, and manage Claws Mail folders and messages through the user's already-configured email accounts via a local MCP server.

dockhand-mcp

MCP sidecar server that exposes Dockhand's container, image, volume, network, and stack management as MCP tools over Streamable HTTP, enabling MCP clients to manage Docker resources through Dockhand's REST API.

GoalCast MCP Server

Enables registering predictions and checking pool status for match predictions on the Injective testnet via MCP.

Google Search Console MCP Server

This MCP server provides LLMs with programmatic access to Google Search Console data and functionality, including search analytics, sitemap management, site management, and URL inspection.