Ext Ops Panel
Open dashboard

LLMKit

Token counting, RAG chunking, truncation, HTML to Markdown and JSON repair

MCP server · by OlsOls4

About

LLMKit is an MCP server published by OlsOls4. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-14 and have recorded no change since. As of our marketplace pass on 2026-10-16.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

Requires: X-RapidAPI-Key header, X-RapidAPI-Host header

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http llmkit https://llmkit-token-counter-rag-chunker-json-repair.p.rapidapi.com/mcp --header "X-RapidAPI-Key: <YOUR_X_RAPIDAPI_KEY>" --header "X-RapidAPI-Host: <YOUR_X_RAPIDAPI_HOST>"
Codex~/.codex/config.toml
[mcp_servers.llmkit]
url = "https://llmkit-token-counter-rag-chunker-json-repair.p.rapidapi.com/mcp"
http_headers = { "X-RapidAPI-Key" = "<YOUR_X_RAPIDAPI_KEY>", "X-RapidAPI-Host" = "<YOUR_X_RAPIDAPI_HOST>" }
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "llmkit": {
      "url": "https://llmkit-token-counter-rag-chunker-json-repair.p.rapidapi.com/mcp",
      "headers": {
        "X-RapidAPI-Host": "<YOUR_X_RAPIDAPI_HOST>",
        "X-RapidAPI-Key": "<YOUR_X_RAPIDAPI_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.1.0 Forks (GitHub): 0
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Became a product we track
  2. Official MCP Registry: appeared

Possibly the same plugin

Listings that share a signal with this one but not enough for us to treat them as the same product.

  • CalKitOlsOls4 · The same repository folder under another name
  • CurrencyKitOlsOls4 · The same repository folder under another name
  • DocKitOlsOls4 · The same repository folder under another name
  • DomainKitOlsOls4 · The same repository folder under another name
  • FraudKitOlsOls4 · The same repository folder under another name
  • GeoIPOlsOls4 · The same repository folder under another name
  • ImageKitOlsOls4 · The same repository folder under another name
  • PhoneKitOlsOls4 · The same repository folder under another name
  • QRKitOlsOls4 · The same repository folder under another name
  • TextKitOlsOls4 · The same repository folder under another name

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • Token Enhancer

    Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM.

    by xelektron · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • llmmcp io.github.zero-abd/llmmcp

    MCP server for real-time LLM API documentation — stop hallucinations

    by zero-abd · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • lean-reader io.github.AIMento/lean-reader

    Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt.

    by AIMento · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • llmtrim

    MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

    by fkiene · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Scrapiq

    Any URL to clean text, markdown, or JSON for LLM/RAG pipelines.

    by scrapiq.io · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Refinery MCP

    Clean raw HTML into LLM-ready text before agents spend tokens.

    by LareLabs · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • ai-token-counter io.github.lazymac2x/ai-token-counter

    Cloudflare Workers MCP server: ai-token-counter

    by lazymac2x · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • mcp-token-optimizer io.github.rccola990-cloud/mcp-token-optimizer

    Cut LLM token costs: count tokens, estimate cost, slim prompts, and pick the cheapest capable model.

    by rccola990-cloud · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • overllm io.github.theadamdanielsson/overllm

    Find the LLM/AI calls you didn't need — where plain code or a regex does the job. No model.

    by theadamdanielsson · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Token Diet

    LLM token optimization gateway implementing semantic pruning.

    by Evozim · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • llm-gateway

    Multi-LLM orchestration MCP server. Delegate tasks to Claude Code, Codex, and Gemini CLIs with session management, retry logic, async job orchestration, and token optimization.

    by verivus-oss · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • axon

    AI eXchange Optimised Notation plugin converts your inputs into a machine-to-machine language to reduce token usage by up to 80% depending on the context.

    by colwill · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • LLM Transpile

    Token-optimized document reader — silently compresses .md, .html, and .txt files on every Read, cutting context usage by ~30% with zero workflow change. Adaptive 4-stage…

    by epicsagas · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • token-wise

    A Claude Code plugin that routes text-heavy tasks to the right Claude model — saving tokens without sacrificing quality. Why Planning, CLAUDE.md generation, README writing, and…

    by vivek-cactus · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • lean

    Plan tasks with optimal model routing to minimize token usage. Breaks work into steps, assigns each the right model (Haiku/Sonnet/Opus), adds quality gates between stages…

    by civillizard · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • lumen

    Precise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server…

    by ory · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • outputai

    Output.ai workflow development toolkit for Claude Code. Adds 5 specialist agents (planner, builder, debugger, prompt writer, quality reviewer), 40+ slash-command skills covering…

    by growthxai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • togetherai-skills

    Agent Skills for Together AI platform — inference, training, embeddings, audio, video, images, function calling, and infrastructure. Covers serverless chat completions…

    by togethercomputer · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces · Describes nearly the same job

  • huggingface-skills

    Build, train, evaluate, and use open source AI models, datasets, and spaces.

    by huggingface · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    by datarobot-oss · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    by pixeltable · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    by techwolf-ai · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    by NVIDIA · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • ChatCut

    Install, open, and connect the signed ChatCut Desktop app from Codex.

    by ChatCut · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • CodeRabbit

    AI-powered code review in Codex, powered by CodeRabbit.

    by CodeRabbit AI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (4)
  • LatentGate

    Read large logs, JSON and docs in a fraction of the tokens. Offline, fact-preserving optimizer.

    by KathanModh259 · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • llm-gateway

    Multi-LLM orchestration MCP server. Delegate tasks to Claude Code, Codex, and Gemini CLIs with session management, retry logic, async job orchestration, and token optimization.

    by verivus-oss · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Unified AI System

    Connect Codex to a self-hosted AI gateway with provider-free prompt enhancement and fifteen governed MCP tools.

    by happy520ai · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • forkmind io.github.Medhovarsh/forkmind

    Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.

    by Medhovarsh · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • ai-team-orchestration

    Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.

    by Denis Evdokimov · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • edge-ai-tasks

    Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • cache-stats

    Shows live prompt-cache reuse, expiry, token composition, and AI Credit cost for the current GitHub Copilot session without making model calls.

    by arafattehsin · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • noob-mode

    Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • dataverse

    Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot, Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Continual Learning

    Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.

    by Eric Zakariasson · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Grok Voice

    Add Grok voice to an app: realtime speech-to-speech, speech-to-text dictation, text-to-speech read-aloud, and a log-driven fix loop for voice sessions.

    by Eric Zakariasson · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Orchestrate

    Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • LLM Text

    Discovers and retrieves llms.txt from websites.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Zen

    Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.

    by BeehiveInnovations · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    by comet-ml · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • Markitdown

    A lightweight MCP server for calling MarkItDown.

    by microsoft · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • Token Enhancer

    Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM.

    by xelektron · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • llmmcp io.github.zero-abd/llmmcp

    MCP server for real-time LLM API documentation — stop hallucinations

    by zero-abd · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • lean-reader io.github.AIMento/lean-reader

    Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt.

    by AIMento · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • llmtrim

    MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

    by fkiene · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Scrapiq

    Any URL to clean text, markdown, or JSON for LLM/RAG pipelines.

    by scrapiq.io · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built