Protocol Buffers
TOML
Messagepack
gRPC
Avro
Eno
Apache Thrift
YAML
Emisar.dev
Emisar is the last MCP server youโll need to install: a Zero-Trust gateway connecting Claude, Cursor, ChatGPT, and any AI agent to your infrastructure. One server handles production access, debugging, alerts, and internal operations, with new capabilities added as packs. Agents can inspect real production state, debug what they shipped, and help resolve incidents. Safe reads run automatically; policy allows, blocks, or routes risky actions for approval. No SSH keys, VPNs, remote shells, or standing shell access โ and every call is recorded.
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Emisar.dev's answer:
emisar is for SRE, DevOps, platform engineering, infrastructure, and security teams that want AI agents to inspect and operate production systems. It is especially relevant to teams managing multiple Linux hosts, clusters, databases, cloud services, or regulated environments where unrestricted shell access and incomplete audit records are unacceptable.
Emisar.dev's answer:
The hosted control plane and operator interface use Elixir, Phoenix, LiveView, PostgreSQL, and Tailwind CSS. The host runner and MCP bridge are written in Go. Action packs use YAML and JSON Schema, while production infrastructure is managed with Terraform on Google Cloud. The system communicates through MCP, OAuth 2.1, TLS, and WebSockets.
Emisar.dev's answer:
Emisar.dev's answer:
Founder Andrii Dryga spent a decade working as a CTO, full-stack engineer, SRE, and DevOps engineer. He experienced the cost of running the wrong command on the wrong cluster, while also seeing AI solve operational problems in seconds. emisar grew from the need to preserve both truths: AI agents are useful, and production access must remain bounded. Its answer is to give agents a reviewed catalog of operations instead of a blank terminal.
Emisar.dev's answer:
emisar lets AI agents work on real infrastructure without giving them a shell. Agents choose from a finite catalog of typed, versioned actions. Policy decides what runs, what requires approval, and what is denied, while an outbound-only runner verifies the action again on the host. New capabilities arrive as packs behind the same MCP integration, and every request is recorded in both a searchable audit trail and a tamper-evident host journal. [
Emisar.dev's answer:
Choose emisar when you want an agent to keep investigating and handling routine operations without handing it SSH credentials or supervising every call. Compared with raw shell access, copy-paste workflows, or one-off MCP servers, emisar provides reviewed action contracts, host-level enforcement, risk-based policy, scoped access, approvals, pack integrity checks, and a durable audit trail. It is built specifically for governed infrastructure access rather than generic automation.
Based on our record, Protocol Buffers seems to be more popular. It has been mentiond 30 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Before working on more challengin but interesting serializer like CBOR or Protocol Buffer, let take a moment to learn how use JSON in Dart. - Source: dev.to / 2 months ago
a BinaryDataReceived object is returned when the server is sending binary message (e.g. protobuf, CBOR). - Source: dev.to / 3 months ago
Protocol Buffers are Google's language-neutral, platform-neutral mechanism for serializing structured data. They're what powers communication between services at Google, Netflix, and most high-scale tech companies. Unlike JSON (text-based), protobuf is a binary format โ compact, fast to serialize/deserialize, and schema-enforced. - Source: dev.to / 4 months ago
Protocol buffers, aka protobufs, are an amazing tool for making a build engineer's days a living nightmare. First we must note that there are at least two competing protobuf compilers in the JVM world: Google's protoc and Square's Wire. I happen to work at a company that uses both. I don't think I hate myself, but maybe God does. These compilers generate code (Java or Kotlin) from the protobuf format that are... - Source: dev.to / 9 months ago
The most comprehensive support for JS, along with future support for TS, comes from the TypeScript compiler. However, it's written in a different language, so we must transfer the AST via gRPC. To maximize performance, we use protobuf. - Source: dev.to / 8 months ago
TOML - TOML - Tom's Obvious, Minimal Language
Messagepack - An efficient binary serialization format.
gRPC - Application and Data, Languages & Frameworks, Remote Procedure Call (RPC), and Service Discovery
Avro - Avro Keyboard is an Unicode and ANSI compliant Free Bangla Typing Software and Bangla Spell Checker for Windows.
Eno - Fast, human readable, plain-text data format
Apache Thrift - An interface definition language and communication protocol for creating cross-language services.