Codebase knowledge graph — architectural awareness for AI coding agents via MCP
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Ordered by trust score, then stars. The formula is on the methodology page.
Codebase knowledge graph — architectural awareness for AI coding agents via MCP
A fact store for AI agents, on Postgres: registered attributes, every write citing its evidence.
MCP server for a project's context (AGENTS.md), memory, and identity — base or drop-in extension.
Unknown author
Large files and secrets between people and agents, never through the chat or the model.
Local memory for any AI agent: Markdown files with sources, a review queue and search.
Read-only access to a self-hosted GeoLens spatial catalog: datasets, features, maps, sandboxed SQL.
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
AI agents' spatial awareness inside Autodesk Maya: audit, rollback safety, visual loop (Beta)
One MCP server for Polish legal data - courts, legislation, KRS, tax, KIO, UODO via 4 unified tools
Remote Linux boxes for coding agents: Docker, a browser, screenshots, logs, human takeover.
Perceptual visual regression, image evidence inspection and bounded decision proposals.
Swiss Federal Parliament Curia Vista OData API
x402 trust score lookups, crypto signals and daily briefs for agents. Pay per call: XRPL or Base
Let LLM help you achieve your regression analysis with Stata
UNESCO UIS and OECD Education at a Glance
Unknown author
Local tools: PDF, Office, e-Factura, OCR, images, video, speech, translation and nutrition.
Token-light local memory with SQLite hybrid retrieval for MCP agents.
Read published Semantic Data Charter models: catalog search, record structure, codes, pinned schema.
Invoicing, CRM, accounting, payroll, booking and AI content tools for FutureSense apps.
Governance validation for Semantic Data Charter instances; returns OASIS XACML decisions.
Wargaming API: World of Tanks/Ships accounts, tank stats, clans.
Revit MCP server: 200+ tools to read and edit BIM models, every change human-approved.
Compose Multiplatform UI as structured JSON for agents: trees, tokens, previews, diffs. No pixels.

Local verification of nomue Protocol Records; current release supports the Release 1 Welch bundle.