InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now. Learn more →
Servers Alternatives
Similar projects and alternatives to servers
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SurveyJS
JavaScript Form Builder with No-Code UI & Built-In JSON Schema Editor. Keep full control over the data you collect and tailor the form builder’s entire look and feel to your users’ needs. SurveyJS works with React, Angular, Vue 3, and is compatible with any backend or auth system. Learn more.
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ollama
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.
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goose
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
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claude-code
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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specification
Discontinued Specification and documentation for the Model Context Protocol [Moved to: https://github.com/modelcontextprotocol/modelcontextprotocol] (by modelcontextprotocol)
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mcp-go
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better servers alternative or higher similarity.
servers discussion
servers reviews and mentions
Posts with mentions or reviews of servers.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-07-17.
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Show HN: Claude Memory Visualizer
I had been using Knowledge Graph Memory Server.(https://github.com/modelcontextprotocol/servers/tree/main/sr...)
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Building an MCP Server in Umbraco: My Journey into AI-Powered Content Management
If you're curious about MCP and want to explore further, I'd recommend checking out the official MCP documentation. The protocol is still evolving, but the potential is enormous. We're just scratching the surface of what's possible when we give AI assistants direct access to our systems and data.
- Show HN: MCP server for searching and downloading documents from Anna's Archive
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Why Everybody's so Excited about MCP
MCP, short for Model Context Protocol, is a protocol designed to enable developers and applications to provide context to agents & large language models (LLMs). The MCP Specification includes support for a number of different "context" primitives that can be provided to an agent, including prompts, tools, and resources, as well as a primitive called "sampling" that isn't used much.
- Time MCP Server
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AI deployment made easy: Deploy your app to Cloud Run from AI Studio or MCP-compatible AI agents
The Model Context Protocol (MCP) is an open protocol standardizing how AI agents interact with their environment. At Google I/O, we shared that supporting open standards for how agents will interact with tools is a top priority for us.
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Building Your First MCP Server: A Beginners Tutorial
MCP Examples Repository - Sample servers
- All Data and AI Weekly #196 - June 30, 2025
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🔥 Claude + Filesystem MCP: Superpower File Management Using AI
References: Model Context Protocol Servers Introducing the MCP
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MCP: An (Accidentally) Universal Plugin System
MCP itself doesn't require the use of the LLM. There are other concepts, but for this use, Tools are key. A Tool is an operation, like a search.
Have a look at the Filesystem example MCP server - https://github.com/modelcontextprotocol/servers/blob/main/sr.... It has a collection of Tools - read_file, read_multiple_files, write_file, etc.
The LLM uses MCP to learn what tools the server makes available; the LLM decides when to use them. (The process is a little more complicated than that, but if you're just trying to call tools without an LLM, those parts aren't really important.) If you ask the LLM, "Find all files with an asterisk," it might deduce that it can use the search_files tool provided by that MCP to gain the needed context, invoke that tool, then process the results it returns. As an engineer, you can just call search_files if you know that's what you want.
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A note from our sponsor - InfluxDB
www.influxdata.com | 18 Jul 2025
Stats
Basic servers repo stats
121
59,474
9.9
4 days ago
modelcontextprotocol/servers is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of servers is TypeScript.
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