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"MCP (Model Context Protocol) requirements and selection" matching MCP servers:

  • model-context-stream

    thejavapirate
    A
    license
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    quality
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    maintenance
    An event-driven MCP server that enables agents to share context streams, publish and subscribe to events, manage tasks, and follow protocols, keeping a fleet of agents mutually context-aware in real time.
    1
    MIT

  • IMCP - Insecure Model Context

    nav33n25
    F
    license
    C
    quality
    D
    maintenance
    IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real
    15
    4
    JavaScript

  • meMCP - Memory-Enhanced Model

    mixelpixx
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    license
    D
    quality
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    maintenance
    A persistent memory system for Large Language Models (LLMs) that enables continuous learning and knowledge retention across sessions through the Model Context Protocol (MCP).
    24
    1
    4

  • context-firewall

    Alepha188838884
    A
    license
    A
    quality
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    maintenance
    Aggregator MCP proxy that collapses N downstream MCP servers into 4 meta-tools with progressive tool discovery, and compresses large tool outputs (HTML→Markdown, JSON summarization) with full-output retrieval via read_more and a per-session token-savings report.
    4
    370
    1
    MIT

  • MCP Context Provider

    doobidoo
    A
    license
    A
    quality
    B
    maintenance
    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.
    10
    31
    Apache 2.0

  • world-model-mcp

    SaravananJaichandar
    A
    license
    B
    quality
    A
    maintenance
    Temporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.
    31
    22
    MIT

  • repo-context

    zyf0717
    A
    license
    D
    quality
    B
    maintenance
    Read-only repository context explorer for coding agents. Provides repository exploration tools via CLI or MCP adapter.
    1
    GPL 3.0

  • bsl-context

    Regsorm
    F
    license
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    quality
    A
    maintenance
    MCP server that validates AI-generated 1C:Enterprise (BSL) code against the real platform API. Catches unknown enum values, wrong argument counts, and missing type members by parsing the platform syntax-helper (shcntx_ru.hbk) — independent Rust implementation with built-in expression validator.
    19

  • fw-context-mcp

    turbyho
    A
    license
    A
    quality
    A
    maintenance
    Exposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.
    34
    7
    MIT

  • context-keeper-remote

    jarmstrong158
    A
    license
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    quality
    B
    maintenance
    Remote MCP server that exposes context-keeper's rationale store (decisions, pipelines, constraints) over Streamable HTTP, deployable on Cloudflare Workers and usable as a claude.ai custom connector.
    MIT

  • AT Protocol MCP Server

    cameronrye
    A
    license
    A
    quality
    A
    maintenance
    Enables LLMs to interact with the AT Protocol ecosystem, including Bluesky, through natural language. Supports public data access without authentication and full write operations with authentication.
    51
    51
    8
    MIT

  • Model Price Watch

    romanshumy
    A
    license
    A
    quality
    A
    maintenance
    Live LLM API pricing: current token prices, model comparisons, cheapest-model lookups, and The LLM Price Index for 150+ models across 20+ providers, re-verified daily. No API key required.
    5
    1
    MIT