MCP Servers 6,506

tsbootstrap

io.github.astrogilda/tsbootstrap

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Read-only time-series bootstrap server: diagnose a series and compute confidence intervals.

Hotelbooking Ai

io.github.DIDA-AI/hotelbooking-ai

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Hotel Booking MCP Server (Global/AI Edition)

OpenTakeoff

io.github.Kentucky-ai/opentakeoff

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Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.

Strimzi Kafka Cli

io.github.mabulgu/strimzi-kafka-cli

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Manage Apache Kafka on Kubernetes via Strimzi.

Arm MCP Server

io.github.arm/arm-mcp

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Official Arm MCP server for code migration, optimization, and Arm architecture guidance

Clinicaltrialsgov Server

io.github.cyanheads/clinicaltrialsgov-mcp-server

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Search ClinicalTrials.gov — find studies, retrieve results, match patients to eligible trials.

Open Library

io.github.8enSmith/mcp-open-library

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Search books and authors on the Internet Archive's Open Library

Illustrator Server

io.github.ie3jp/illustrator-mcp-server

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Adobe Illustrator MCP with 63 tools — more than the official Illustrator MCP.

Codealive

io.github.CodeAlive-AI/codealive-mcp

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Semantic code search and analysis from CodeAlive for AI assistants and agents.

Applemusic

io.github.epheterson/applemusic-mcp

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Apple Music MCP server: playlists, library, catalog, playback and Up Next, on Mac/Windows/Linux.

Mindbase

io.github.frankchu91/mindbase

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LLM-maintained personal wiki: cross-references sources, flags contradictions.

Shuttle

io.github.grarcht/shuttle

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Android framework and solution that prevents TransactionTooLargeException crashes by design.

mcp

io.github.mayankmahavar1mg/mcp

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Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning.

DeepMem

io.github.deepmemteam/deepmem

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Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.

Server Ros 2

io.github.wise-vision/mcp_server_ros_2

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View ROS 2 nodes and topics, and call services and actions via MCP

freellmpool

io.github.0xzr/freellmpool

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OpenAI-compatible MCP gateway pooling 24 LLM providers with routing, failover, quota, and tools.

Scrcpy

io.github.JuanCF/scrcpy-mcp

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MCP server for Android device control via ADB and scrcpy

HitKeep

io.github.PascaleBeier/hitkeep

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Stateless 2026-07-28 read-only MCP server for aggregate HitKeep analytics and official docs.

pdfmux

io.github.NameetP/pdfmux

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PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.

Robrain

io.github.adelinamart/robrain

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Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.

Socialclaw

io.github.ndesv21/socialclaw

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Connect any AI agent to 11+ social platforms: schedule, publish & track posts via hosted MCP.

Openrouter Multimodal

io.github.stabgan/openrouter-multimodal

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Chat with 300+ LLMs via OpenRouter.

openInvest

io.github.longsizhuo/openinvest

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Investment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting

KIP

io.github.ldclabs/KIP

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Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.