Discover Awesome MCP Servers

Engineering Operations MCP

A safe, read-only MCP server that gives Codex structured access to engineering operations evidence, with validated queries, secret redaction, and audit logging. Provides a search_logs tool for filtering logs by service, environment, severity, and time range.

vantic-mcp

Enables MCP hosts to verify agent spending mandates and receipts, providing stateless tools for authorization, chain verification, credential verification, and DID resolution.

SEFAZ SPU: Emitir Certidões de Imóveis da União

MCP server for consulting and issuing property certificates for federal real estate in Brazil through official SEFAZ SPU sources, with read-only access and pay-per-use credits.

qq-onebot-mcp

Enables MCP hosts to bridge with QQ via NapCat/OneBot 11, allowing whitelisted private messages to reach an agent with full tool access while group mentions are answered by a sandboxed pure LLM without system access.

todolist-mcp

MCP server for managing ToDoList (.tdl) files, with 16 tools including task creation, completion, deletion, comments, backup/restore, and statistics.

oracle-models

Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the most cost-efficient AI model per provider, enabling optimized model selection for coding tasks.

ttctl

MCP server for programmatically accessing your own Toptal Talent profile, including profile management, applications, jobs, timesheets, and more.

mcp-streamable-http-bridge

Bridges stdio Model Context Protocol (MCP) servers to MCP Streamable HTTP behind a single gateway, enabling multi-tenant, multi-user deployment with per-tenant environment variables via HTTP headers.

knowledge-engine

MCP server for querying a personal knowledge base using semantic RAG, powered by DeepSeek and local embeddings from Ollama.

Trello MCP Server on Cloudflare Workers

Enables comprehensive Trello integration via MCP, supporting boards, lists, cards, comments, labels, members, checklists, search, and attachments, deployed on Cloudflare Workers.

Chrome MCP Server

Transforms Chrome browser into an AI-controlled automation tool that allows AI assistants like Claude to access browser functionality, enabling complex automation, content analysis, and semantic search while preserving your existing browser environment.

Marrine RAG MCP Server

Enables hybrid retrieval from a local knowledge base by ingesting PDFs, generating embeddings via Ollama, and querying through MCP tools such as query_knowledge_hub, list_collections, and get_document_summary.

mneme

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is the source of truth, no LLM on the Stop path.

gunio-mcp

A local-only MCP server that reads gun.io freelancer data (interviews, applications, jobs, profile) using your browser session, with optional gated writes for confirmable actions.

DevHub MCP Server

Enables management of development projects with GitHub integration, facilitating project tracking, repository linking, and metadata maintenance within the Model Context Protocol.

MCP-based Knowledge Graph Construction System

An automated system that processes raw text through a three-stage pipeline to assess data quality, enhance information, and generate structured knowledge graphs. It provides tools for triple extraction with confidence scoring and creates interactive HTML visualizations of the resulting graph.

SCMCP

一个MCP服务器，可以通过自然语言实现单细胞RNA测序分析，支持数据处理、可视化和分析任务，无需编码知识。

impeccable-mcp

MCP server that wraps impeccable's design-lint engine to scan URLs and raw HTML for 59 deterministic anti-patterns, returning structured findings grouped by slop vs quality via headless Chrome.

ECRVSP Processos: Licenciamento

MCP server providing a single read-only tool to query licensing processes from an official source, with prepaid per-query pricing.

education-mcp

Generates educational content like quizzes, lesson plans, flashcards, and grading rubrics from any topic via the Model Context Protocol.

symbolics-mcp

An MCP server that enables LLMs to evaluate Lisp expressions on a Symbolics Genera machine over TCP. It bridges JSON-RPC requests to the Genera environment to return evaluation results, stdout, and stderr.

mcp-console-hub

Streams browser DevTools console, network, storage, and performance data to your IDE's AI agent for real-time debugging and analysis.

NewsBreak MCP Server

Enables programmatic management of NewsBreak advertising campaigns, ad sets, ads, and assets via the NewsBreak Advertising API.

AEGIS MCP Server

Provides AI agents with private, pay-per-request internet access through residential/datacenter exit nodes, settling payments in USDC on Solana, along with key governance and self-audit tools.

Local Knowledge Desk

A local MCP server for managing Markdown notes, enabling create, list, read, search, summarize, and delete operations through natural language.

Obsidian Scoped-write MCP

Enables reading an entire Obsidian Vault while limiting Markdown creation and updates to two designated ChatGPT directories, with overwrite protection and backup safeguards.

Kira

Automatically provides AI agents with proven instructions and past failure warnings for common tasks like deployment, auth, and payments, enabling flawless execution without manual configuration.

mcp-neo4j-query-optimizer

Extracts structured operator data from Neo4j query plans and provides rich context for MCP clients to deliver intelligent optimization recommendations.

Agentic Travel Recommendations API

MCP server that provides AI agents with personalized travel recommendations for members, enforcing partner-specific rules such as category exclusions, loyalty tier eligibility, and recommendation caps.

MCP Agents

Enhances Claude Code's Task tool with session resumption and independent agent execution, allowing autonomous subagents from .claude/agents/ with true parallel batch support.