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MCP Servers

Discovered MCP servers with capability surface + health.

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mcp ai api search agent llm file database code ✕ integration github workflow log auth monitor rag chat automation colaberry cloud postgres browser docker security email deploy testing portal read-only analytics vector local issues slack sql documents tooling production-data file-io filesystem vcs pull-requests messaging collaboration sqlite scraping puppeteer google-drive cloud-storage memory

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Filter: All ✓ Colaberry vetted only 📁 source: skill_catalog (classified) + submissions 🌐 Ingest URL + Submit manually

📋 MCP Servers inventory

21 entries

Channel management and messaging capabilities. Now maintained by [Zencoder](https://github.com/zencoderai/slack-mcp-server)

mcpaislackgithubcode

MCP Servers — Archived

Unified integration layer that bridges multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through zero-configuration auto-discovery and enterprise-ready architecture.

aiintegrationcode

MCP Servers — 🎖️ Official Integrations

A powerful Model Context Protocol (MCP) server that provides seamless access to Apple Developer Documentation through natural language queries. Search, explore, and get detailed information about Appl

mcpapisearchaicode

MCP Servers — 🌎 Community Servers

MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed.

MCP Servers — 🌎 Community Servers

AWS Resources Operations

Run generated python code to securely query or modify any AWS resources supported by boto3.

MCP Servers — 🌎 Community Servers

AST-powered code intelligence for Elixir projects. Provides 9 tools including function search, call site tracking, PR attribution, git history, and semantic search - reducing AI query tokens by 82%.

MCP Servers — 🌎 Community Servers

Code Screenshot Generator

Generate beautiful syntax-highlighted code screenshots with professional themes directly from Claude. Supports file reading, line selection, git diff visualization, and batch processing.

MCP Servers — 🌎 Community Servers

A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections).

MCP Servers — 🌎 Community Servers

code-context-provider-mcp

MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers without Native Dependencies.

MCP Servers — 🌎 Community Servers

An MCP server that allows LLMs to execute Python code within a specified Conda environment.

MCP Servers — 🌎 Community Servers

code-sandbox-mcp

An MCP server to create secure code sandbox environment for executing code within Docker containers.

mcpaidockercode

MCP Servers — 🌎 Community Servers

Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code

MCP Servers — 🌎 Community Servers

Semantic C++ code analysis using libclang. Enables Claude to understand C++ codebases through AST parsing rather than text search - find classes, navigate inheritance, trace function calls, and explor

MCP Servers — 🌎 Community Servers

Data Exploration

MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution

MCP Servers — 🌎 Community Servers

Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%.

MCP Servers — 🌎 Community Servers

An MCP server that integrates ESP IDF commands like building and flashing code for ESP Microcontrollers using an LLM.

MCP Servers — 🌎 Community Servers

Figma to Flutter

Write down clean and better Flutter code from Figma design tokens and enrich nodes data in Flutter terminology.

MCP Servers — 🌎 Community Servers

Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere.

MCP Servers — 🌎 Community Servers

FileSystem Server

Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files

mcpfileaiagentcode

MCP Servers — 🌎 Community Servers

MCP server for Fluent (ServiceNow SDK) providing access to ServiceNow SDK CLI, API specifications, code snippets, and more.

MCP Servers — 🌎 Community Servers

Hyperledger Fabric Agent Suite

Modular toolkit for managing Fabric test networks and chaincode lifecycle via MCP tools.

MCP Servers — 🌎 Community Servers