"A tool for managing entire project code context" matching MCP servers:

• MCP Project Context Server

  aaronfeingold

  A

  security

  A

  license

  B

  quality

  A persistent memory layer for Claude Code that maintains project information, technology stack, tasks, decisions, and session history between coding sessions, eliminating the need to re-explain project context.

  Last updated 2025-07-22

  9

  MIT

• Project Context MCP Server

  wblair8689

  -

  security

  F

  license

  -

  quality

  Provides unified project context and monitoring capabilities including project health metrics, build diagnostics, Git integration, and infrastructure validation to initialize development sessions with comprehensive project information.

  Last updated 2025-07-02

• CTX: Context as Code (CaC)

  context-hub

  -

  security

  A

  license

  -

  quality

  CTX is a tool made to solve a big problem when chatting with LLMs like ChatGPT or Claude: giving them enough context about your project.

  Last updated 2026-03-11

  316

  MIT

• Code Context Manager

  theraaz

  -

  security

  A

  license

  -

  quality

  Provides intelligent code context management and semantic search capabilities for software development, enabling natural language queries to find relevant code snippets, functions, and classes across Python, JavaScript, TypeScript, and SQL codebases.

  Last updated 2025-10-05

  MIT

• Code Graph Context

  andrew-hernandez-paragon

  -

  security

  A

  license

  -

  quality

  Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

  Last updated 2026-04-14

  927

  13

  MIT

• code-context-mcp

  VelimirMueller

  -

  security

  A

  license

  -

  quality

  Indexes codebases into a SQLite database to provide metadata, exports, dependency graphs, and change tracking for JS/TS projects. It enables users to search for symbols, map internal dependencies, and monitor file changes through MCP tools and a web dashboard.

  Last updated 2026-04-16

  101

  3

  MIT

• Code Context MCP Server

  fkesheh

  -

  security

  A

  license

  -

  quality

  An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.

  Last updated 2025-11-13

  24

  MIT

• Code Context Provider MCP

  AB498

  A

  security

  A

  license

  A

  quality

  Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.

  Last updated 2025-09-22

  1

  61

  22

  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

• 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

• Perplexity Tool for Claude

  letsbuildagent

  A

  security

  A

  license

  C

  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

• Project MCP Server

  tejpalvirk

  A

  security

  F

  license

  A

  quality

  Provides tools for managing project knowledge graphs, enabling structured representation of projects, tasks, milestones, resources, and team members.

  Last updated 2025-04-03

  6

  16

• mem0 MCP Server for Project

  KunihiroS

  -

  security

  F

  license

  -

  quality

  A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.

  Last updated 2026-03-11

  6

• Context

  neuledge

  -

  security

  A

  license

  -

  quality

  Local-first documentation for AI agents

  Last updated 2026-04-09

  374

  150

  Apache 2.0

• Project MCP

  pouyanafisi

  A

  security

  A

  license

  B

  quality

  Intent-based project documentation server that automatically maps natural language queries to the right sources (plans, todos, roadmap, docs) and provides comprehensive task management with dependency tracking, backlog promotion, and archival workflows.

  Last updated 2026-01-02

  42

  24

  7

  MIT

• Claude Context

  zilliztech

  -

  security

  A

  license

  -

  quality

  Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.

  Last updated 2026-04-09

  12

  5,935

  MIT

• project-shield

  Whitening-Sinabro

  -

  security

  A

  license

  -

  quality

  Security scanner for MCP servers and AI-generated code. Detects leaked API keys, PII, prompt injection, and MCP misconfigs with A-F security grades.

  Last updated 2026-02-21

  MIT

• Project Memory

  crtormo

  -

  security

  F

  license

  -

  quality

  An intelligent personal CRM that processes WhatsApp conversations to build a searchable knowledge base about contacts using diarization, transcription, and PII sanitization. It exposes MCP tools for semantic search, contact summaries, and reminder management within Claude Desktop.

  Last updated 2025-12-17

• Project Tessera

  besslframework-stack

  A

  security

  A

  license

  B

  quality

  Local workspace memory for Claude Desktop. Indexes documents into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph.

  Last updated 2026-03-21

  58

  12

  AGPL 3.0

• Local Project Sync

  Cytrogen

  A

  security

  F

  license

  B

  quality

  A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.

  Last updated 2025-07-31

  7

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  -

  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

• Project Memory MCP

  misaamane21j

  A

  security

  A

  license

  A

  quality

  Provides AI-driven project memory management through structured prompts that help Claude parse tasks from specs, review code changes, sync with commit history, and maintain project documentation without directly accessing files.

  Last updated 2026-01-01

  7

  MIT

• MCP Learning Project

  vishutorvi

  -

  security

  F

  license

  -

  quality

  A comprehensive tutorial project that teaches Model Context Protocol (MCP) development from beginner to advanced levels, covering both server-side and client-side development.

  Last updated 2025-07-27

• db-mcp-tool

  wirdes

  A

  security

  A

  license

  D

  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

• 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

• Context Fabric

  Abaddollyon

  -

  security

  A

  license

  -

  quality

  A persistent memory and context management system for AI CLI tools that utilizes a three-layer architecture and semantic search to prevent context loss between sessions. It provides time-aware orientation and smart memory routing to help AI agents maintain project knowledge and architectural decisions.

  Last updated 2026-03-16

  18

  1

  MIT

• MCP Tool

  PiuQiuPiaQia

  A

  security

  F

  license

  D

  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

• Context Sync

  Intina47

  -

  security

  A

  license

  -

  quality

  An open-source memory layer that provides persistent project context and architectural history for AI development tools across multiple platforms and sessions. It enables AI assistants to maintain a shared understanding of codebases while integrating directly with services like Notion for documentation management.

  Last updated 2026-04-11

  15

  119

  MIT

• QR Code Generator MCP

  Kalypsokichu-code

  A

  security

  A

  license

  A

  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

• Logica Context

  Rovemark

  -

  security

  A

  license

  -

  quality

  An MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.

  Last updated 2026-04-14

  MIT

• Project Synapse

  angrysky56

  -

  security

  A

  license

  -

  quality

  An MCP server that transforms text into knowledge graphs and autonomously generates insights by combining Montague Grammar with Zettelkasten methodology.

  Last updated 2026-04-17

  9

  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

• Project Guardian MCP

  1999AZZAR

  -

  security

  A

  license

  -

  quality

  A focused project memory system that provides knowledge graph capabilities and SQLite database operations for intelligent entity tracking and workflow management. It enables AI models to maintain persistent project context through 17 specialized tools, 10 resources, and 27 pre-built prompts.

  Last updated 2026-01-27

  1

  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

• Gemini MCP Server for Claude

  raydollete

  A

  security

  A

  license

  A

  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

• Feishu Project MCP Server

  im47cn

  -

  security

  A

  license

  -

  quality

  Implements a Model Context Protocol server for intelligent end-to-end requirement management and development automation, integrating with Feishu project systems.

  Last updated 2025-07-22

  25

  5

  MIT

• Cross-Project MCP Server

  SweetsRepo

  -

  security

  F

  license

  -

  quality

  Enables AI agents to explore, search, and reference code implementation details across different project repositories. It also supports a task delegation protocol for agents to request and track work between separate codebases.

  Last updated 2026-02-02

• Project Handoffs MCP Server

  davidorex

  A

  security

  F

  license

  B

  quality

  Facilitates AI session handoffs and next steps tracking through project-based organization, supporting task prioritization and seamless workflow management.

  Last updated 2025-01-19

  8

  7

• Project Creator MCP

  jackalterman

  -

  security

  F

  license

  -

  quality

  Enables rapid creation of new projects from predefined templates including React, Node.js, Django, Flask, and more. Provides comprehensive project scaffolding with file system operations, template management, and command execution capabilities.

  Last updated 2026-04-18

• 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 2026-04-17

  2

  51

  16

  MIT

• Code-MCP

  millsydotdev

  A

  security

  F

  license

  B

  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

• GitHub Project MCP Server

  jaqarx

  -

  security

  A

  license

  -

  quality

  Enables management of GitHub projects and issues using GitHub's GraphQL API. Supports creating/updating issues with images, managing labels and assignees, organizing ProjectsV2 boards, and updating project item statuses.

  Last updated 2025-08-07

  2

  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

• No-as-a-Service (NoaaS)

  Koneisto

  -

  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

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  C

  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

• 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

• Codebase Context

  PatrickSys

  A

  security

  A

  license

  A

  quality

  Provides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.

  Last updated 2026-04-18

  10

  156

  41

• Claude Code MCP Server

  engineers-hub-ltd-in-house-project

  -

  security

  A

  license

  -

  quality

  Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing teams to interact with Claude Code through a Slack bot interface.

  Last updated 2025-06-30

  1

  11

  MIT

• context-portal

  GreatScottyMac

  -

  security

  A

  license

  -

  quality

  context-portal

  Last updated 2026-01-27

  761

  Apache 2.0

• Project Tracking MCP Server

  leonj1

  -

  security

  F

  license

  -

  quality

  Enables project and task management through a lightweight SQLite database, allowing users to create projects, add categorized tasks, track status changes, and get project statistics through natural language commands.

  Last updated 2025-09-01