All MCP servers

Local email connectivity for AI agents — read, draft, send, and organize Outlook mail via MCP

Plant genomics MCP — 58 tools across 24 backends with cross-source synthesis.

List, inspect, and run Apple Shortcuts on macOS.

Deep research assistant that checks its citations against the sources and keeps what it found.

Read-only MCP for FINOS CDM 7.8.0 types and trade JSON validation. Independent project.

Plan bike routes with a self-hosted OSM service: facts only, with weather and sights.

Local Markdown library of the papers an evidence review cites: metadata, abstract and full text

TikTok Ads MCP server: 35 read tools, 30 opt-in preview-first writes.

Headless, deterministic LSP bridge: pinned language-server sessions as bounded MCP tools.

Overleaf projects from an MCP client: files, compile and PDF, diff, comments and tracked changes

Local-first memory over MCP. Built-in SQLite store; runs standalone. Agents propose; you confirm.

MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.

Private on-device memory & retrieval for AI assistants — offline vector + lexical search.

Policy-gated agent spend with signed receipts and rail-extract audit

Let AI agents see and use your tailnet: status, SSH config, Serve/Funnel sharing, ping matrix

MCP control plane: discovery of servers, tools and skills, profiles, audits, gated tool gateway.

A map of your codebase for AI agents: code graph, search, call paths and change impact. No API key.

Per-function effect analysis for agents: blast radius, what reaches the network, gate verdicts.

MCP bridge to the Tabellum database client: schema, reads, SQL drafts; writes approved in the app.

Expose trusted GNU Make targets as governed MCP tools without a generic shell.

Produce verifiable FORRT nanopublication chains: grounded quote checks and Science Live projections.

Google Drive at the file boundary: find, organize, share, transfer and follow what changed.

Electron release diff for security review: what changed in IPC, contextBridge, windows and hosts.

Read, organize, draft and send email on any JMAP server, with OAuth sign-in and zero configuration

O(k) space unbiased stream reservoir sampling and quantile estimation engine for LLM telemetry and h

Create, edit, and export presentations with AI. Requires desktop Microsoft PowerPoint on Windows.

Discover open-source repositories worth your time and evidence-backed contribution opportunities.

PowerPoint (.pptx) MCP server: editable vector diagrams, tables, budgeted reads, render-to-verify