MCP Servers 3,218

Local FAISS MCP Server

io.github.nonatofabio/local-faiss-mcp

B✓Verified

Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

AIRAS

io.github.airas-org/airas

A✓Verified

Automated AI research toolkit: hypothesis generation, experiments, and paper writing

Cloudwright

io.github.xmpuspus/cloudwright

A✓Verified

Cloud architecture and migration planning with costs, controls, evidence, and deployable IaC.

Dev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.

agent-bom

io.github.msaad00/agent-bom

A✓Verified

Security scanner and graph for agentic infrastructure — agents, MCP, runtime, and blast radius.

Markdown Vault MCP

io.github.pvliesdonk/markdown-vault-mcp

A✓Verified

Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing

Create and manage secure sandboxes for running AI agent code

Manage channels, conversations, users, and workspace apps programmatically

Convert files across 500+ formats: documents, PDFs, and images

Manage repositories, branches, webhooks, and pull requests in Bitbucket workspaces

Ingest, manage, and retrieve documents for RAG-powered AI applications

Query search analytics, manage sitemaps, and inspect site URLs and status

Create short links, manage domains, and track click analytics

Create and manage vector database indexes, backups, and collections

Query webpages and extract structured data using natural language

Send, read, organize emails, manage labels, drafts, and filters

Detect technologies and tech stacks used on any website

Create, read, and modify spreadsheet data, formatting, and sheets

Launch, scale, and manage GPU pods and serverless endpoints across regions

Search multiple indices, index data, and get personalized recommendations

Create, update, and manage pages, databases, and workspace users

Manage expenses, corporate cards, accounts payable, and accounting integrations

Create and manage email campaigns, lists, and marketing automation

Send, track, and manage transactional emails at scale