MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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Bayesian memory that learns from feedback for LLM agents
MIT ★ 9 -
hypothesis-tracker-mcpgithub.com/mordiaky/hypothesis-tracker-mcpupdated this year
MCP server for persistent hypothesis tracking with Bayesian confidence updates
MIT -
Bayesian MCTS Model Context Protocol Server allowing Claude to control Ollama local models for Advanced MCTS and analysis.
MIT ★ 5 -
⚡ Ultra-fast O(1) Active Inference & Bayesian Cognitive Governor for AI Agents (Antigravity, Claude, Cursor) & Embedded Systems. Zero-alloc C11 core (<36KB) + FastMCP server.
MIT ★ 5 -
Reproducible scientific modeling engine and agent skill pack: versioned Model IR with explicit units, dimensional and numerical validation, calibration, sensitivity and uncertainty analysis, causal/Bayesian inference, and portable export via CLI, REST and MCP
pypi MIT -
touchgrass-mcp-servergithub.com/chrbailey/touchgrassupdated this year
AI Chief of Staff — emotional memory, Bayesian belief tracking, dual-engine gap analysis, voice-adaptive briefings, and governed memory. MCP server for Claude Code.
pypi MIT -
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.
Apache-2.0 ★ 30 -
Safety-first clinical decision-support research agent: auditable state machine, Bayesian differential ranking, 300 deterministic medication-safety modules, FHIR R4, durable audit log and a dual-era MCP server for Claude, Cursor and VS Code. Research use only, not for clinical deployment.
NOASSERTION ★ 4 -
seculo-perdidogithub.com/pedropasinn/seculo-perdidoupdated this year
Wiki de evidências sobre o mistério central de One Piece: hipóteses ranqueadas, átomos verificáveis, red team adversarial e um validador que recusa afirmação sem fonte.
MIT -
Persistent memory for AI coding agents. Local SQLite + UserPromptSubmit hook — matched beliefs in the prompt before the model sees it. Deterministic, auditable, no embeddings, no cloud.
pypi MIT -
2,000 years of Greek plant medicine, measured: Dioscorides' Greek → probable species → compounds → targets → ranked, untested research leads. Website, MCP server, JSON API. Research hypotheses only.
MIT -
Memory for AI agents that never leaves your device. Local-first, end-to-end-encrypted, zero-telemetry memory engine (Rust, MCP) — gives Claude & any MCP client persistent cross-session memory.
MIT ★ 38 -
Rigour's MCP server: lets coding agents review their change, check for an existing helper before writing a new one, and recall the team's lessons. Works with Claude Code, Cursor and other MCP clients.
npm MIT