"Project dependency resolution and analysis" matching MCP servers:

Dependency Checker MCP Server
Security Developer Tools Testing & QA Tools
djodjonx
A
security
A
license
-
quality
Enables security scanning for npm dependencies by checking manifest and lockfiles against the OSV.dev and Socket.dev vulnerability databases. It provides tools to detect vulnerabilities in specific packages and retrieve detailed technical reports for identified security issues.
Last updated 2025-11-28
3
7
MIT
Vibe Preprocessing and
Data Platforms Research & Data Developer Tools
mudit14224
-
security
F
license
-
quality
Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.
Last updated 2025-04-20
3
Project MCP
Project Management Developer Tools Local
pouyanafisi
A
security
A
license
-
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
43
6
MIT
Python Dependency Manager
Developer Tools Documentation Access Code Execution
KemingHe
A
security
A
license
-
quality
Provides up-to-date Python package manager commands by cross-referencing official pip, poetry, uv, and conda documentation with automatic weekly updates.
Last updated 2026-02-15
1
41
MIT
Project MCP Server
Knowledge & Memory Project Management Hybrid
tejpalvirk
A
security
F
license
-
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
Project Memory
Customer Data Platforms Knowledge & Memory Communication
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
Knowledge & Memory RAG Systems Search
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
10
AGPL 3.0
alive-analysis-mcp
Developer Tools Research & Data Knowledge & Memory
with-geun
-
security
A
license
-
quality
MCP server for alive-analysis. Query, search, and retrieve structured analysis history written with the ALIVE loop (Ask→Look→Investigate→Voice→Evolve), plus dashboard JSON export.
Last updated 2026-03-23
32
MIT
project-shield
Security Testing & QA Tools Code Analysis
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
Local Project Sync
Code Analysis Developer Tools Local
Cytrogen
A
security
F
license
-
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
Project Synapse
Knowledge & Memory Autonomous Agents Hybrid
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 2026-04-12
8
MIT
Project Memory MCP
Developer Tools Project Management Knowledge & Memory
misaamane21j
A
security
A
license
-
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
Developer Tools Education & Learning Tools
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
Project Handoffs MCP Server
Autonomous Agents Project Management Developer Tools
davidorex
A
security
F
license
-
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
Developer Tools File Systems Command Line
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 2026-02-01
yt-analysis-mcp
Multimedia Processing Search Text Summarization
Legorobotdude
A
security
F
license
-
quality
Enables analysis of YouTube videos using the Gemini API to generate summaries and answer specific questions via direct URLs. It supports standard videos and shorts, allowing users to interact with video content without requiring manual downloads.
Last updated 2026-01-21
5
1
Project Guardian MCP
Knowledge & Memory Databases Project Management
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
Project Context MCP Server
Developer Tools Monitoring Version Control
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
Advertising-Analysis
Marketing App Automation Remote
xiaobenyang-com
A
security
A
license
-
quality
A demonstration project of an MCP server for injecting advertisements into LLM responses, showcasing the risks of advertising injection middleware.
Last updated 2026-01-09
6
2
Apache 2.0
MCP Code Analysis & Quality
Code Analysis Developer Tools Testing & QA Tools
cbunting99
-
security
A
license
-
quality
Provides comprehensive code analysis through three MCP servers: static analysis for code quality and security, dependency analysis for package management and vulnerabilities, and complexity analysis for maintainability assessment across multiple programming languages.
Last updated 2026-01-07
1
MIT
Project Tracking MCP Server
Project Management Databases Local
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
MCP Project Context Server
aaronfeingold
A
security
A
license
-
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
Web Analysis MCP
Search Web Scraping Text Summarization
himly0302
A
security
F
license
-
quality
Enables intelligent web searching using SearXNG with content crawling via Creeper, then summarizes webpage content using LLM to avoid token limit issues. Supports smart filtering with domain blacklist/whitelist and optional LLM-based relevance filtering.
Last updated 2026-01-29
1
mcp-audio-analysis
Audio Processing Multimedia Processing Local
hugohow
A
security
A
license
-
quality
MCP to analyse local audio file.
Last updated 2025-08-12
8
21
MIT
Project Content Server
File Systems Developer Tools
MaheshDoiphode
A
security
A
license
-
quality
An MCP server that provides access to project files and their contents, allowing users to retrieve file data from specified project directories with error handling and configuration options.
Last updated 2025-01-12
1
6
MIT
Noun Project MCP Server
Search Developer Tools Content Management Systems
sgup
A
security
F
license
-
quality
Enables searching and retrieving icons from The Noun Project API with advanced filters for style, color, and size customization.
Last updated 2025-11-03
7
17
2
MCP Project Orchestrator
Developer Tools Project Management
sparesparrow
-
security
A
license
-
quality
An MCP server that assists with the orchestration of new software projects by applying standardized templates and best practices in design patterns and software architecture.
Last updated 2025-12-17
16
MIT
Feishu Project MCP Server
Project Management Developer Tools Remote
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
GitHub Project Manager MCP
Version Control Project Management Developer Tools
Faresabdelghany
-
security
A
license
-
quality
Enables comprehensive GitHub project management with 20 tools for issue tracking, milestone management, label organization, AI-powered task complexity analysis, and PRD generation with roadmap planning capabilities.
Last updated 2025-07-17
2
MIT
GitHub Project MCP Server
Version Control Project Management Developer Tools
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
Audio Analysis MCP Server
Audio Processing Multimedia Processing Research & Data
zachswift615
-
security
F
license
-
quality
Enables AI models to analyze audio files through numerical fingerprints, pitch tracking, and visual spectrograms without requiring direct audio playback. It provides tools for comparing audio iterations and detecting patterns using token-efficient analysis operations.
Last updated 2025-12-11
APT Analysis MCP Server
Security File Systems App Automation
zrax-x
-
security
F
license
-
quality
Assists in Advanced Persistent Threat malware analysis by providing tools to securely download samples via jump servers using SSH and SCP. It enables automated retrieval of remote files through a multi-hop configuration for analysis workflows.
Last updated 2026-02-02
Cross-Project MCP Server
Developer Tools Code Analysis Autonomous Agents
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
Artificial Analysis MCP Server
Search Developer Tools Monitoring
davidhariri
A
security
A
license
-
quality
Provides access to real-time LLM pricing, speed metrics, and performance benchmarks for over 300 models from Artificial Analysis. It enables users to list, filter, and compare models based on costs, tokens per second, and intelligence indices.
Last updated 2026-01-13
2
20
3
MIT
Materials Project Platform MCP
Databases Research & Data Remote
benedictdebrah
-
security
A
license
-
quality
The Materials Project MCP Server is server that provides programmatic access to the Materials Project database. It enables LLMs, to search, analyze, and retrieve up to date materials science data.
Last updated 2025-12-18
10
MIT
mcp-adr-analysis-server
Developer Tools Autonomous Agents Code Analysis
tosin2013
A
security
A
license
-
quality
Transform your codebase into professional architectural decision records with intelligent AI analysis
Last updated 2026-04-10
62
13
25
MIT
MCP Chat Analysis Server
Vector Databases Knowledge & Memory Search
rebots-online
-
security
A
license
-
quality
Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.
Last updated 2025-01-05
12
MIT
MCP Stock Analysis Server
Finance Search Remote
giptilabs
-
security
F
license
-
quality
Provides access to real-time and historical Indian stock data via Yahoo Finance API, enabling local LLMs to retrieve stock information through MCP-compatible agents like Claude Desktop and Cursor.
Last updated 2025-04-01
2
Code Analysis MCP Server
Code Analysis Developer Tools Local
saiprashanths
A
security
F
license
-
quality
The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
Last updated 2025-02-08
4
23
xtai-mcp-data-analysis
Research & Data Developer Tools Data Platforms
vaesonshu
-
security
F
license
-
quality
An MCP server for data analysis and visualization supporting CSV and Excel files. It enables users to generate statistical summaries and create multi-dimensional charts like heatmaps and bar plots through natural language.
Last updated 2026-02-04
SQL Analysis MCP Server
Databases Developer Tools Code Analysis
jjdelorme
-
security
F
license
-
quality
An MCP server designed for SQL analysis that demonstrates sampling capabilities by interacting with SQL files in a local directory. It provides a framework for testing client-side sampling while managing SQL-based contexts.
Last updated 2025-08-05
Malware Analysis MCP Server
Security Research & Data Hybrid
SecurityTalent
-
security
F
license
-
quality
Provides real-time threat intelligence and malware metadata by integrating with MalwareBazaar and VirusTotal APIs. Users can search for IOCs, analyze local file hashes, and access data transformation tools for defensive security research.
Last updated 2026-03-17
BigQuery Analysis MCP Server
Databases Cloud Platforms Remote
gotalab
-
security
F
license
-
quality
A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.
Last updated 2025-03-23
2
Usage And Billing MCP Server
Finance Remote
BACH-AI-Tools
A
security
A
license
-
quality
Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.
Last updated 2025-12-07
18
MIT
News Analysis Agent MCP Server
Search Text Summarization Research & Data
MayssenBHA
-
security
F
license
-
quality
Provides tools for fetching real-time news and performing AI-powered sentiment analysis and summarization using Mistral AI. It enables users to analyze news trends and extract structured insights through natural language queries.
Last updated 2025-08-22
mcp-github-project-manager
Version Control Project Management Remote
kunwarVivek
A
security
A
license
-
quality
Provides comprehensive tools for managing GitHub projects, milestones, tasks, and sprints. This server integrates deeply with GitHub Projects V2, offering features like automated kanban workflows, sprint planning, and custom field management.
Last updated 2026-02-01
84
26
85
MIT
Divide and Conquer MCP Server
Autonomous Agents Developer Tools Project Management
landicefu
A
security
A
license
-
quality
Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
Last updated 2025-06-26
15
28
7
MIT
GCP Billing and Monitoring MCP
Cloud Platforms Monitoring Observability
RadiumGu
A
security
A
license
-
quality
Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
Last updated 2025-12-15
40
1
Apache 2.0
Hybrid RAG Project MCP Server
RAG Systems Vector Databases Search
gwyer
-
security
A
license
-
quality
Enables Claude to perform hybrid search across local documents by combining semantic vector retrieval and BM25 keyword matching for optimal context recovery. It supports multiple file formats including PDF, CSV, and Markdown, leveraging local Ollama models for private and efficient document querying.
Last updated 2025-12-14
1
MIT
Windows Notification Analysis
Databases File Systems Local
hoihosick
-
security
F
license
-
quality
Enables forensic analysis of Windows notification databases (wpndatabase.db) from E01 forensic images, automatically extracting and parsing notification data with search, filtering, timeline analysis, and sensitive information detection capabilities.
Last updated 2025-12-05