MCP Server Registry

Vibe-Coder-MCP server extends AI assistants with specialized software development tools.

ttimes 바이브코딩 컨퍼런스 라이브 코딩 - 리서치 / 보고서 작성 Multi Agent 프로젝트

AI growth agent for technical founders. Generate and distribute content from your IDE.

Marketing autopilot in your IDE. AI turns codebase and context into content for 10+ platforms

AI-powered WorldEdit for Minecraft with 50+ tools for natural language building, terrain generation, and pattern placement

Your AI built it. It broke. Post the bug, a real developer fixes it. VibeFix is a bug bounty platform for vibe coders. This MCP server lets you browse bounties, post bugs, submit fixes, and run website diagnostics directly from Claude Code, Cursor, Windsurf, or any MCP-compatible client. Free to post.

Vibe Forge MCP server

VibeFrame MCP Server - AI-native video editing via Model Context Protocol

An MCP Server / Gemini CLI Extension to create modern Infographics for your project - VibeGraphics - Generated with Nano Banana and animated with Veo3

Index source code into a local knowledge base with keyword, semantic, and hybrid search modes.

Free AI coding environment: Ollama + Python

An MCP server designed for AI-powered marketing and social media content creation. This service provides tools, templates, and frameworks to help create engaging content across top social media platforms.

A local/remote high-performance Model Context Protocol (MCP) server for math-ing whilst vibing with LLMs. Built with Polars, Pandas, NumPy, SciPy, and SymPy for optimal calculation speed and comprehensive mathematical capabilities from basic arithmetic to advanced calculus and linear algebra ## Local Installation ### IDEs [](vscode:mcp/install?%7B%22name%22%3A%22Math%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22vibe-math-mcp%22%5D%7D) [](https://cursor.com/en-US/install-mcp?name=Math&config=eyJjb21tYW5kIjoidXZ4IHZpYmUtbWF0aC1tY3AifQ%3D%3D) ### Claude Desktop Open **Settings > Developer > Edit Config** and add: **For published package:** ```json { "mcpServers": { "Math": { "command": "uvx", "args": ["vibe-math-mcp"] } } } ``` ### Claude Code **Quick setup (CLI):** Published package: ```bash claude mcp add --transport stdio math -- uvx vibe-math-mcp ``` **Team setup** (create `mcp.json` in project root for shared use with Claude Code and/or IDEs) ```json { "mcpServers": { "math": { "command": "uvx", "args": ["vibe-math-mcp"] } } } ``` **Verify:** Run `claude mcp list` or use `/mcp` or view available servers in IDEs. ### Try it - "Calculate 15% of 250" → uses `percentage` - "Find determinant of [[1,2],[3,4]]" → uses `matrix_operations` - "Integrate x^2 from 0 to 1" → uses `integral` - "If I invest $1000 at 5% annual interest compounded monthly for 10 years, what will be the future value?" → uses `compound_interest` - If I was paid the square root of $69m in 10 years, what's the present value at 7% discount rate? → uses `batch_execute (calculate -> financial_calcs)` ## Output Control All tools automatically support output control for maximum flexibility and token efficiency. The LLM can specify the desired verbosity. Control response verbosity using the `output_mode` parameter (available on **every tool**): | Mode | Description | Token Savings | Use Case | | --------- | -------------------------------------------------- | ------------- | ------------------------------------------- | | `full` | Complete response with all metadata (default) | 0% (baseline) | Debugging, full context needed | | `compact` | Remove null fields, minimize whitespace | ~20-30% | Moderate reduction, preserve structure | | `minimal` | Primary value(s) only, strip metadata | ~60-70% | Fast extraction, minimal context | | `value` | Normalized `{value: X}` structure | ~70-80% | Consistent chaining, maximum simplicity | | `final` | For sequential chains, return only terminal result | ~95% | Simple calculations, predictable extraction | ## Batch Execution For multi-step workflows, `batch_execute` chains multiple calculations in a single request—**achieving 90-95% token reduction**. Reference prior outputs using `$operation_id.result` syntax, and the engine automatically handles dependency resolution and parallel execution for speed. **Perfect for:** Bond pricing, financial models, statistical pipelines, complex transformations ## Complete Tool Reference **Note:** All tool parameters include detailed descriptions with concrete examples directly in the MCP interface. Each parameter shows expected format, use cases, and sample values to make usage obvious without referring to external documentation. ### Basic Calculations | Tool | Description | | --------------- | ------------------------------------------------------------ | | `calculate` | Evaluate mathematical expressions with variable substitution | | `percentage` | Percentage calculations (of, increase, decrease, change) | | `round` | Advanced rounding (round, floor, ceil, trunc) | | `convert_units` | Unit conversions (degrees � radians) | ### Array Operations | Tool | Description | | ------------------ | ---------------------------------------------------------------- | | `array_operations` | Element-wise operations (add, subtract, multiply, divide, power) | | `array_statistics` | Statistical measures (mean, median, std, min, max, sum) | | `array_aggregate` | Aggregations (sumproduct, weighted average, dot product) | | `array_transform` | Transformations (normalise, standardise, scale, log) | ### Statistics | Tool | Description | | ------------- | ------------------------------------------------------ | | `statistics` | Comprehensive analysis (describe, quartiles, outliers) | | `pivot_table` | Create pivot tables with aggregation | | `correlation` | Correlation matrices (Pearson, Spearman) | ### Financial Mathematics | Tool | Description | | ------------------- | ------------------------------------------- | | `financial_calcs` | Time value of money (PV, FV, PMT, IRR, NPV) | | `compound_interest` | Compound interest with various frequencies | ### Linear Algebra | Tool | Description | | ---------------------- | -------------------------------------------------------------------- | | `matrix_operations` | Matrix operations (multiply, inverse, transpose, determinant, trace) | | `solve_linear_system` | Solve Ax = b systems | | `matrix_decomposition` | Decompositions (eigen, SVD, QR, Cholesky, LU) | ### Calculus | Tool | Description | | --------------- | -------------------------------------- | | `derivative` | Symbolic and numerical differentiation | | `integral` | Symbolic and numerical integration | | `limits_series` | Limits and series expansions |

Vibe's MCP server to interact with the Vibe ecosystem

Memory stack for your AI adventures

MCP server for viberail

MCP server for Vibescope - AI project tracking tools

**VibeServe** is the first full-stack, fully-integrated AI development platform. It unifies a React-based AI IDE, a Node.js Orchestrator, and a Python MCP Server into a single cohesive system.

MCP server for VibeSharing - register prototypes and get feedback directly from Claude Code

[MCP Server] The Security Agent for AI assisted coding

Vibetest MCP - automated QA testing using Browser-Use agents