"Information about 'Firma' and Its Context" matching MCP servers:

• its-just-ui MCP Server

  its-just-ui

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  security

  A

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  quality

  Enables AI-powered generation, customization, and documentation of its-just-ui React components. Provides tools for component generation, theme management, form creation, responsive layouts, and accessibility guidance.

  Last updated 2025-08-12

  9

  6

  4

  MIT

• Context

  neuledge

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  security

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  quality

  Local-first documentation for AI agents

  Last updated 2026-04-09

  374

  150

  Apache 2.0

• Weather and Stock Information

  suraj2906

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  security

  F

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  An MCP server that provides real-time weather alerts, forecasts, stock market data, and news information through various API integrations.

  Last updated 2025-06-06

  5

• context-portal

  GreatScottyMac

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  context-portal

  Last updated 2026-01-27

  761

  Apache 2.0

• Context MCP

  Raunak-dev-18

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  Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.

  Last updated 2026-02-05

  6

  3

  MIT

• Claude Context

  zilliztech

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  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

• Logica Context

  Rovemark

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  security

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  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

• Context Fabric

  Abaddollyon

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  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

  23

  1

  MIT

• Context Sync

  Intina47

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  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

• open-context

  incu6us

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  quality

  A high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.

  Last updated 2026-03-25

  18

  3

  MIT

• Codebase Context

  PatrickSys

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  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 2026-04-16

  10

  156

  40

• Context Memory Updater

  phnx

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  security

  F

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  Enables LLM assistants to store, retrieve, and update user-specific context memory including travel preferences and general information through a chat interface. Provides analytics on tool usage patterns and token costs for continuous improvement.

  Last updated 2025-12-10

• context-mem

  JubaKitiashvili

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  security

  A

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  Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, With llm 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.

  Last updated 2026-04-15

  304

  9

  MIT

• Context Mode

  mksglu

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  An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.

  Last updated 2026-04-16

  7,334

• JSON Mapping & Context MCP

  Bablu-singh

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  security

  F

  license

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  quality

  Enables schema-aware exploration of JSON data by uploading samples, flattening nested structures, and using heuristic search with token overlap and fuzzy matching to find field paths for target names, accelerating ETL and API onboarding workflows.

  Last updated 2025-12-08

• Context-first

  XJTLUmedia

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  security

  A

  license

  A

  quality

  Long AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inp

  Last updated 2026-04-15

  2

  8

  MIT

• context-awesome

  bh-rat

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  security

  F

  license

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  Give your AI agents access to 8,500+ community curated awesome lists with over 1 million curated resources.

  Last updated 2025-08-23

  2

  46

• Usage And Billing MCP Server

  BACH-AI-Tools

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  security

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  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

• MCP-Context-Provider

  SyedMuqaram

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  A static MCP server that helps AI models maintain tool context across chat sessions, preventing loss of important information and keeping conversations smooth and uninterrupted.

  Last updated 2025-08-29

  Apache 2.0

• Context Apps

  tubasasakunn

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  security

  F

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  This MCP server provides an AI-powered productivity suite that connects Todo, Idea, Journal, and Timer apps with AI

  Last updated 2025-07-26

  6

• CTX: Context as Code (CaC)

  context-hub

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  A

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  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

• local-context-mcp

  obaratch

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  security

  F

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  A local Model Context Protocol server designed to share contextual information between an AI and a user. It primarily provides a tool to retrieve the current date and time in ISO 8601 format based on the server's local timezone.

  Last updated 2026-03-22

  61

• Sketch Context MCP

  jshmllr

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  security

  A

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  MCP server to provide Sketch layout information to AI coding agents like Cursor

  Last updated 2026-02-05

  5

  67

  MIT

• Jira-Context-MCP

  rahulthedevil

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  security

  A

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  quality

  MCP server to provide Jira Tickets information to AI coding agents like Cursor

  Last updated 2025-07-10

  709

  25

  MIT

• Divide and Conquer MCP Server

  landicefu

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  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

• Context MCP Server

  fikrimastor

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  A CloudFlare Workers-based MCP server that provides semantic memory and journal capabilities with vector search. Enables users to store, search, and retrieve memories and journal entries using AI-powered semantic similarity without any local setup required.

  Last updated 2025-09-13

• Account and Transaction MCP

  ag2-mcp-servers

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  security

  F

  license

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  quality

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• Context Bank MCP

  vulh1209

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  An MCP server that provides an interface for querying the AtherOS knowledge base through an API, allowing users to create chat sessions and send queries to retrieve information.

  Last updated 2025-03-18

  34

  MIT

• File Context MCP

  compiledwithproblems

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  security

  F

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  This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.

  Last updated 2025-03-04

  1

• Fulcra Context MCP

  fulcradynamics

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  security

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  quality

  fulcra-context-mcp

  Last updated 2026-03-27

  8

  3

  Python

  Apache 2.0

• MCP Context Provider

  doobidoo

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  security

  A

  license

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  quality

  Provides persistent tool context that survives across Claude Desktop chat sessions, automatically injecting tool-specific rules, syntax preferences, and best practices. Eliminates the need to re-establish context in each new conversation.

  Last updated 2026-04-10

  10

  28

  Apache 2.0

• Context MCP Server

  LangGPT

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  security

  A

  license

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  quality

  A Model Context Protocol server that provides web content fetching capabilities with robots.txt checking removed, allowing LLMs to retrieve and convert web content to markdown.

  Last updated 2025-07-20

  2

  1

  MIT

• Chat Context MCP

  aolshaun

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  security

  F

  license

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  quality

  Enables AI to automatically search, retrieve, and organize your Cursor chat history across sessions. Supports tagging, nicknames, project-scoped search, and full-text search to maintain context between conversations.

  Last updated 2025-10-28

• MCP Context Hub

  DiegoNogueiraDev

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  security

  F

  license

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  quality

  A local MCP server for RAG memory, semantic search, and context optimization using Ollama and SQLite. It serves as a central hub that manages document embeddings, text compression, and proxies calls to other sub-MCP servers.

  Last updated 2026-02-10

• NPM Context Agent MCP

  JuanSebastianGB

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  security

  A

  license

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  quality

  Provides comprehensive contextual information about npm packages including README files, versions, dependencies, download statistics, and search functionality. Enables users to explore and analyze npm packages through natural language queries with intelligent GitHub README fetching and branch fallback.

  Last updated 2025-11-02

  9

  MIT

• Project Context MCP Server

  wblair8689

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  security

  F

  license

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  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

• MCP Claude Context Continuity

  tethiro

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  security

  A

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  quality

  An MCP server that maintains conversation context for the Claude CLI across multiple invocations using its built-in resume feature. It enables users to save, restore, and branch sessions to manage continuous AI interactions effectively.

  Last updated 2025-07-10

  6

  MIT

• Massive Context MCP

  egoughnour

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  security

  A

  license

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  quality

  An MCP server that enables processing of massive datasets up to 10M+ tokens using a recursive language model pattern for strategic chunking and analysis. It automates sub-queries and result aggregation using free local inference via Ollama or the Claude API to handle context beyond standard prompt limits.

  Last updated 2026-01-25

  17

  MIT

• MCP Project Context Server

  aaronfeingold

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  security

  A

  license

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  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

• Context Persistence MCP Server

  jayasimhag1reddy

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  security

  F

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  quality

  Enables cross-window context sharing in VS Code by persisting Copilot conversations to SQLite, allowing code discussions from one repository to be accessible in other VS Code windows through smart entity matching and search.

  Last updated 2025-12-13

  1

• RAG Context MCP Server

  notbnull

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  security

  A

  license

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  A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.

  Last updated 2025-06-04

  2

  MIT

• long-context-mcp

  wx-b

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  An MCP server implementing Recursive Language Models (RLM) to process arbitrarily large contexts through a programmatic probe, recurse, and synthesize loop. It enables LLMs to perform multi-step investigations and evidence-backed extraction across massive file sets without being limited by standard context windows.

  Last updated 2026-01-19

• MCP Context Manager

  transparentlyok

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  security

  A

  license

  A

  quality

  Enables efficient code navigation and retrieval through natural language search, BM25 ranking, and fuzzy matching across multiple programming languages. It drastically reduces token usage by allowing Claude to query specific code symbols and logic instead of reading entire files.

  Last updated 2026-04-05

  13

  47

  11

  MIT

• Fast Context MCP

  TripQi

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  security

  A

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  quality

  Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-grep protocol to query local codebases with natural language. It executes local search tools like ripgrep and tree-node-cli to return relevant file paths and line ranges to MCP-compatible clients.

  Last updated 2026-02-23

  237

  MIT

• mcp-context-protector

  trailofbits

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  A

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  quality

  A security wrapper for MCP servers that provides trust-on-first-use pinning, guardrail scanning, and protection against prompt injection attacks. It acts as an intermediary layer to ensure universal compatibility and secure enforcement of server configurations across various MCP host applications.

  Last updated 2026-03-02

  217

  Apache 2.0

• Claude Context Local

  FarhanAliRaza

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  security

  F

  license

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  quality

  Provides semantic code search capabilities that run 100% locally using EmbeddingGemma embeddings. Enables finding code by meaning across 15 file extensions and 9+ programming languages without API costs or sending code to the cloud.

  Last updated 2025-11-13

  213

• Persistent Context MCP

  corbyjamesibm

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  security

  A

  license

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  quality

  A memory management system that enables AI assistants to store, search, and visualize persistent conversation contexts using a Neo4j graph database. It provides an MCP server for integration with Claude Desktop along with a web-based dashboard for managing relationship-based knowledge.

  Last updated 2025-08-13

  MIT

• Bluesky Context Server

  laulauland

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  security

  A

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  quality

  A simple MCP server that can enable MCP clients to query Bluesky instances.

  Last updated 2025-08-10

  30

  MIT

• Context Engine MCP Server

  Kirachon

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  security

  F

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  quality

  A local-first, agent-agnostic MCP server that provides semantic search, persistent memory, and automated code review capabilities for development workflows. It leverages the Auggie SDK to offer advanced tools for codebase indexing, implementation planning, and deterministic static analysis.

  Last updated 2026-04-11

  42

  37

• Personal Context MCP Server

  matipojo

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  security

  F

  license

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  quality

  Enables managing personal information with dynamic topic-based organization (tasks, meetings, contacts, etc.), supporting optional OTP authentication and AES-256 encryption for sensitive data with automatic backups.

  Last updated 2025-08-05

  6