"A tool or library for code generation" matching MCP servers:

• Postman Tool Generation MCP

  giovannicocco

  A

  security

  A

  license

  -

  quality

  An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.

  Last updated 2025-01-27

  1

  13

  MIT

• Scan-Code-Tool

  xiaobenyang-com

  -

  security

  A

  license

  -

  quality

  CodeGuard MCP is a real-time AI code security scanning tool used to detect vulnerabilities, keys, and compliance issues in AI-generated code, and is suitable for code security reviews in development environments

  Last updated 2026-01-09

  2

  Apache 2.0

• Library MCP

  lethain

  A

  security

  F

  license

  -

  quality

  An MCP server that enables interaction with Markdown knowledge bases, allowing users to search and retrieve content by tags, text, URL, or date range from their local markdown files.

  Last updated 2025-04-21

  7

  88

• Yes or No MCP

  a-polishchuk

  A

  security

  F

  license

  -

  quality

  A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.

  Last updated 2025-06-04

  1

  3

• mcp-open-library

  8enSmith

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  security

  A

  license

  -

  quality

  A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book information.

  Last updated 2026-02-04

  6

  17

  67

  MIT

• Perplexity Tool for Claude

  letsbuildagent

  A

  security

  A

  license

  -

  quality

  A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.

  Last updated 2024-12-05

  1

  5

  MIT

• A-MEM: Agentic Memory System

  tobs-code

  -

  security

  F

  license

  -

  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  6

• Chart Library

  grahammccain

  A

  security

  A

  license

  A

  quality

  Historical stock pattern intelligence for AI agents. Search 24M pre-computed chart pattern embeddings across 15K stocks and 10 years. 19 tools: pattern similarity search, forward returns, regime analysis, anomaly detection, sector rotation, earnings reactions, correlation shifts, scenario analysis, and more. Returns what happened historically when charts looked like this — compliance-safe

  Last updated 2026-04-17

  7

  1

  MIT

• Gospel Library MCP

  adammharris

  -

  security

  F

  license

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  quality

  Enables access to LDS Gospel Library content and scriptures through the Model Context Protocol. Provides tools for searching and retrieving religious texts and study materials from the Church of Jesus Christ of Latter-day Saints.

  Last updated 2025-08-14

  1

• Claude Role Library

  Tony427

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  security

  F

  license

  -

  quality

  An MCP server that enables users to manage, search, and apply specialized AI personas within Claude Desktop and Claude Code CLI. It features a local-first architecture with YAML-based storage for organizing curated prompts and role collections.

  Last updated 2026-01-20

  1

• Component Library MCP Server

  alex-abrams711

  -

  security

  F

  license

  -

  quality

  Provides AI assistants with access to private React component library documentation, props, and code examples through type-safe TypeScript integration.

  Last updated 2025-11-04

• QR Code Generator MCP

  Kalypsokichu-code

  A

  security

  A

  license

  -

  quality

  Enables AI-powered generation of styled QR codes with 10 design presets, supporting single or batch creation with custom logos and formats (SVG/PNG) directly from AI tools.

  Last updated 2025-12-06

  4

  4

  MIT

• Find Library MCP Server

  izyuumi

  -

  security

  F

  license

  -

  quality

  An MCP server that enables searching for specific files by name within the current directory and its subdirectories. It uses Server-Sent Events (SSE) to provide a find_file tool for locating local files and libraries.

  Last updated 2025-07-23

• Azure Image Generation MCP

  malikmalikayesha

  A

  security

  A

  license

  -

  quality

  Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.

  Last updated 2026-02-20

  1

  9

  1

  MIT

• Notebook Library MCP Server

  clotho2

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  security

  A

  license

  -

  quality

  Provides token-efficient semantic search and document retrieval by indexing PDFs, text, and markdown files into local notebooks using ChromaDB. It enables AI agents to query relevant passages from large documents through local embedding models like Hugging Face or Ollama.

  Last updated 2026-02-21

  1

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  security

  A

  license

  -

  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• Image Generation MCP Server

  GongRzhe

  A

  security

  A

  license

  -

  quality

  Provides image generation capabilities for Claude using the Replicate Flux model, allowing users to create images from text prompts with customizable parameters like aspect ratio and output format.

  Last updated 2025-04-15

  1

  38

  51

  MIT

• A-Share MCP Server

  firmmaple

  -

  security

  A

  license

  -

  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• GitLab MCP for Code Review

  mehmetakinn

  -

  security

  A

  license

  -

  quality

  An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.

  Last updated 2025-05-15

  43

  MIT

• swagger-mcp-tool

  sdlbp

  -

  security

  A

  license

  -

  quality

  A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.

  Last updated 2026-01-29

  26

  3

  MIT

• Gemini MCP Server for Claude

  raydollete

  A

  security

  A

  license

  -

  quality

  Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

  Last updated 2026-04-14

  3

  Apache 2.0

• MCP Tool

  PiuQiuPiaQia

  A

  security

  F

  license

  -

  quality

  A server built on mcp-framework that enables integration with Claude Desktop through the Model Context Protocol.

  Last updated 2025-10-15

  1

  1

• Facebook Ads Library MCP

  trypeggy

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  security

  A

  license

  -

  quality

  Enables searching and analyzing Facebook's public ads library to see what companies are currently running, including ad images/text, video links, and campaign insights.

  Last updated 2026-01-07

  123

  MIT

• agent-tool

  knewstimek

  A

  security

  A

  license

  A

  quality

  Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities.

  Last updated 2026-04-16

  2

  51

  15

  MIT

• MCP Reflection Tool

  fourcolors

  -

  security

  F

  license

  -

  quality

  Provides a 'reflect' tool that creates cognitive checkpoints for AI assistants, forcing structured step-by-step reasoning through complex problems to improve accuracy and maintain context during task execution.

  Last updated 2025-08-30

  1

  6

• Facebook Ads Library MCP

  proxy-intell

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  security

  A

  license

  -

  quality

  This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and analyze ad images/videos using AI - all with intelligent caching and batch processing for efficiency.

  Last updated 2026-03-17

  203

  MIT

• Code-MCP

  millsydotdev

  A

  security

  F

  license

  -

  quality

  Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.

  Last updated 2025-12-08

  35

  15

  MIT

• Content & Image Generation MCP

  vanman2024

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  security

  A

  license

  -

  quality

  AI-powered content and image generation server with Google Imagen 3/4 for images, Veo 2/3 for videos, and Claude/Gemini for marketing copywriting, including batch processing, cost estimation, and campaign planning tools.

  Last updated 2025-12-25

  MIT

• Tool-Plaid

  reilly3000

  -

  security

  F

  license

  -

  quality

  Enables interaction with Plaid's financial data API to sync bank transactions and retrieve account balances with secure encrypted token storage.

  Last updated 2025-12-24

• VA Form Generation MCP Server

  agilesix

  A

  security

  F

  license

  -

  quality

  Provides tools for auditing and fixing scaffolded VA forms to ensure they follow best practices and VA.gov content standards. Enables automated validation, agent prompt generation, and orchestration of form fixes across any vets-website workspace.

  Last updated 2025-12-12

  5

  1

• Image Generation MCP

  12-days-of-shipmas-2025

  A

  security

  A

  license

  -

  quality

  Generates blog and social media images using Google's Gemini AI with pre-configured platform presets for Ghost, Medium, Instagram, Twitter, LinkedIn, YouTube, and more.

  Last updated 2025-12-31

  2

  9

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

  license

  -

  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• db-mcp-tool

  wirdes

  A

  security

  A

  license

  -

  quality

  A powerful Model Context Protocol (MCP) tool for exploring and managing different types of databases including PostgreSQL, MySQL, and Firestore.

  Last updated 2025-03-07

  9

  5

  MIT

• Chainflip Broker as a Service

  CumpsD

  -

  security

  A

  license

  -

  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• MCP Tool Factory

  tarunjain15

  -

  security

  F

  license

  -

  quality

  A framework for building hot-loadable MCP tools that feature conversational negotiation, graduated permissions, and zero-downtime updates. It enables persistent state continuity across server restarts and provides a hypothetical evaluation system for tool actions.

  Last updated 2025-11-23

• MCP Think Tool

  piotrpalek

  A

  security

  F

  license

  -

  quality

  An MCP server implementation of Anthropic's Think Tool prompt engineering technique that enables Claude to break down complex problems and enhance its reasoning capabilities by providing a simple tool that echoes back thoughts.

  Last updated 2025-03-25

  1

  1

• MCP Think Tool

  DannyMac180

  -

  security

  A

  license

  -

  quality

  An MCP server that implements the 'think' tool, providing Claude with a dedicated space for structured thinking during complex problem-solving tasks to improve reasoning capabilities.

  Last updated 2025-04-01

  131

  MIT

• graph-tool-call

  SonAIengine

  A

  security

  A

  license

  A

  quality

  Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

  Last updated 2026-04-09

  6

  6

  MIT

• Code Buddy

  Abhi-vish

  A

  security

  A

  license

  -

  quality

  A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

  Last updated 2025-12-08

  28

  6

  MIT

• Smart Code Reviewer

  renjismzy

  A

  security

  A

  license

  -

  quality

  Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.

  Last updated 2025-08-14

  5

  MIT

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  641

  MIT

• Qwen MCP Tool

  Jaggerxtrm

  A

  security

  F

  license

  -

  quality

  Enables AI assistants to leverage Qwen's code analysis capabilities with large context windows, supporting file/directory analysis, sandbox execution, and multiple approval modes for safe code operations.

  Last updated 2025-10-29

  3

  15

  3

• Gitea MCP Tool

  SupenBysz

  A

  security

  F

  license

  -

  quality

  Enables AI assistants to interact with Gitea repositories through intelligent tools for issue/PR management, workflow analysis, compliance checking, and content generation, plus 200+ CLI commands for complete CRUD operations.

  Last updated 2025-12-18

  22

  34

  4

• MCP Code Indexer

  zxfgds

  -

  security

  F

  license

  -

  quality

  A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.

  Last updated 2025-03-04

  37

• Todo for AI MCP Server

  todo-for-ai

  -

  security

  A

  license

  -

  quality

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  4

  Apache 2.0

• Code Merge MCP

  yy1588133

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.

  Last updated 2025-05-04

  3

  22

  MIT

• Twitter MCP Tool

  jalaj-pandey

  -

  security

  F

  license

  -

  quality

  A Python-based tool that streamlines social media tasks by enabling users to post tweets, track username changes, fetch recent tweets, and send direct messages on Twitter.

  Last updated 2025-05-07

• mcp-tool-chainer

  thirdstrandstudio

  -

  security

  A

  license

  -

  quality

  An MCP (Model Context Protocol) server that chains calls to other MCP tools, reducing token usage by allowing sequential tool execution with result passing

  Last updated 2025-08-04

  109

  57

  MIT

• JIT Tool Synthesis

  EyeSeeThru

  A

  security

  F

  license

  C

  quality

  Enables on-demand generation of TypeScript tools using an LLM with human-in-the-loop approval and safe sandboxed execution. It allows users to create and persist custom functionality through natural language requests.

  Last updated 2026-04-12

  8

  1

• Code Whisperer MCP

  Invictus-Labs

  -

  security

  F

  license

  -

  quality

  Provides access to a library of 18 specialized skills, project templates, and prompt patterns for Claude Code. It enables automated workflows for feature development, security audits, and system maintenance through multi-agent collaboration.

  Last updated 2026-03-30

  16