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Official MCP reference server for secure local filesystem read/write within allowed directories.
Pack any local or remote repository into one AI-ready file your agent can grep and read incrementally.
AI-powered reverse engineering: bridge IDA Pro to LLMs for vibe reversing via MCP.
Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis.
Create, read, and modify Excel workbooks with your AI agent — no Microsoft Excel required.
MCP server that works alongside an LLM to build validated Vizro charts and dashboards.
Popular community GitLab MCP server for projects, MRs, issues, pipelines, wikis and releases.
Powerful Slack MCP with stdio/SSE/HTTP, DMs, group DMs and no-admin token auth
Turn Claude Desktop into a pair programmer that edits files, runs tests, and Git-versions every change.
Popular community server wrapping kubectl and Helm for cluster management via natural language.
Run Facebook & Instagram (Meta) Ads end to end from your AI client — launch campaigns, upload creatives, edit budgets, analyze performance.
Control your entire Kubernetes infrastructure through natural language conversations with AI.
Your AI assistant's gateway to Google Sheets — read, write, format, and chart spreadsheets via MCP.
AI-powered IDE assistance for the Intlayer i18n ecosystem: docs, CLI, and dictionary management.
Shell and coding agent for Claude and other MCP clients with tightly integrated shell and file-editing tools.
Surgical Obsidian vault editing — read, write, search, and patch notes, tags, and frontmatter.
Real-time data for AI agents — markets, research, X/Twitter, crypto. No API keys, pay per call in USDC.
High-performance community ClickUp server for tasks, docs, chat, time tracking, and more.
Read and write access to Airtable bases — inspect schemas, query, and modify records, tables, fields, and comments.
Post tweets and search Twitter/X from Claude or any MCP client using your Twitter API keys.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Golang-based MCP server connecting to Kubernetes — list, get, create and modify resources, read logs, run commands.
Read, post and reply to Teams channel messages and mention members via Azure bot
Programmatic read & insights access to Meta (Facebook) Ads accounts, campaigns, ad sets, ads and performance data.
Read and send macOS iMessage/SMS from your Messages database, with attachments and contacts.
List, read, and search Google Drive files plus read and write Google Sheets cells.
Gives AI coding assistants up-to-date, crate-specific Rust documentation via semantic search and LLM summarization.
Search and analyze any brand's public Facebook ads — images, videos, messaging, and competitor strategy.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Automate Excel via AI - Power Query, DAX, VBA, PivotTables, charts through Excel's native COM API (Windows only).
Line-oriented text file editing for LLMs with token-efficient partial reads and hash-based conflict detection.
Securely execute whitelisted shell commands over MCP, with stdin, argv pipelines, timeouts, and audit logging.
Send, read and search Instagram DMs from your AI client: 22 tools for messages, media, threads and user lookups.
MCP server for interacting with JMAP email servers (FastMail, Stalwart, Cyrus, James) — search, read, send, and manage email.
Integrate the LLDB debugger with Claude via MCP for AI-assisted debugging sessions.
MCP server for OpenAI GPT-4o / gpt-image-1 image generation and editing.
Discord MCP for messaging, channel/forum management, reactions and webhooks
Give AI agents eyes and hands on any desktop via native accessibility APIs — no vision model required.
Send text, markdown, image, news, and template-card messages to a WeCom (WeChat Work) group robot.
Community server that captures website screenshots via the ScreenshotOne API.
Turn any OpenAPI spec into an MCP server, exposing your API endpoints as strongly typed tools.
Render interactive charts, dashboards and KPI widgets directly inside your AI conversation.
Compiler-accurate Java code analysis for AI agents, built on Eclipse JDT with 75 semantic tools.
Let AI agents safely create and update Kubernetes applications via Cyclops Modules and templates.
Native Rust MCP server giving coding agents a PTY-backed shell, file IO, and tree-sitter code navigation.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.
Real-time WallStreetBets (Reddit) data for market analysis with Claude and other LLM clients.
Debug Kubernetes & container workloads with eBPF kernel telemetry through an AI interface.
Let AI agents run code inside live, stateful R sessions for real data-analysis workflows.
Manage Turso databases and run SQL from an agent, with separate read-only and destructive query tools.