20 Graphicle alternatives
Graphicle: Local-first Rust MCP server that maps your repo into a code graph and project memory, then hands coding agents cited file-and-line excerpts. 20 MCP servers do similar work, most sharing Coding Agent, Local-First and Agent Memory, ranked by how much they have in common with Graphicle.
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by rohitg00
Self-hosted persistent memory for coding agents: hooks capture what you do, and an MCP server lets any agent recall it across sessions and across tools.
Also: Agent Memory, Coding Agent, Knowledge Graph, Local-First
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by Codanna
Local code intelligence MCP server that returns symbol context, call graphs and impact analysis in a single call — 15 languages, indexed on your own machine.
Also: Code Search, Local-First, Rust
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by Trail
Builds a searchable markdown graph of your repo so coding agents stop re-exploring it on every task — reported 42% fewer tokens and 46% fewer tool calls.
Also: Code Search, Coding Agent, Knowledge Graph
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by Red Hat
Red Hat's zero-dependency C++23 code-context engine — ranked call graphs and blast-radius analysis, indexing a repo in under half a second with no server and no database.
Also: Code Search, Coding Agent, Local-First
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by okf-memory
Git-native persistent memory for coding agents — sub-300µs BM25 search over version-controlled plain text, with no embeddings, no database and no API costs.
Also: Agent Memory, Coding Agent, Local-First
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by Oraios AI
Semantic code toolkit for coding agents — symbol-level search, editing and refactoring backed by language servers or the JetBrains platform.
Also: Code Search, Coding Agent
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by DeusData
Local code-intelligence MCP server that indexes a repository into a persistent knowledge graph, so structural questions cost one query instead of a file-reading spree.
Also: Knowledge Graph, Local-First
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by Gentleman Programming
Persistent memory for coding agents as a single Go binary — SQLite and FTS5 behind MCP, an HTTP API, a CLI and a TUI, with no Node, Python or Docker required.
Also: Agent Memory, Local-First
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by Model Context Protocol
A knowledge-graph-based persistent memory system that lets an agent remember entities and relations across sessions.
Also: Agent Memory, Local-First
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by Vladislav Shulcz
Indexes the coding-agent sessions already sitting on your disk — months of history from before you installed it — and serves them back over MCP. 3.5 GB searched in ~1.5 ms, no LLM, no embeddings.
Also: Coding Agent, Local-First
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by Nuphus Team
Computer use for any MCP client: 36 tools covering screenshots, window control, mouse and keyboard, and Chrome over CDP, with local OCR built in and vision on your own key.
Also: Rust
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by Neo4j
Query Neo4j graph databases in natural language — the assistant reads your schema and writes the Cypher.
Also: Knowledge Graph
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by Sourcegraph
Sourcegraph's MCP server — cross-repository keyword and semantic code search, go-to-definition, find-references, commit and diff search, and Deep Search, served from your own instance.
Also: Code Search
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by markhuangai
Self-hosted agent memory server on Postgres/pgvector that tracks evidence, flags contradictions, and never silently rewrites facts.
Also: Agent Memory
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by Headroom Labs
Context-compression MCP server that shrinks tool outputs, logs, files and RAG chunks before they reach the model, cutting 60-95% of tokens on JSON payloads.
Also: Coding Agent
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by mksglu
MCP server and Claude Code plugin that keeps bulky tool output out of your context window, indexes it for search, and preserves session state across compaction.
Also: Coding Agent
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by Google
Free, no-setup MCP server that grounds your coding agent in the Google Home API reference plus the Matter 1.5.1 and Thread 1.4.1 specifications.
Also: Coding Agent
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by duty1g
A native x64dbg plugin exposing 84 debugging tools and 22 event callbacks over HTTP, so an AI assistant can drive breakpoints, memory and disassembly directly.
Also: Coding Agent
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by Snag
Snag's official remote MCP server — hands a coding agent the session replay, console logs, network trace and annotated screenshots captured for a bug, then takes the fix PR link back.
Also: Coding Agent
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by KanaWorks_AI
Generate music loops and sound effects locally with Stable Audio 3, then loop, normalize and export them, from any MCP client.
Also: Local-First
