io.github.unravel-team/thing

Artifacts for any coding agent: a durable link with versions, diffs, and comments on the page.

io.github.eezz4/zzop

Deterministic cross-repo contract analysis for AI agents: frontend calls vs backend endpoints.

io.github.aaronsb/jira-cloud

MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom fields

io.github.mbk-dev/okama-mcp

Portfolio analytics via the okama library: backtests, Monte Carlo, efficient frontier, PNG charts

io.github.aaronsb/google-workspace

Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven

io.github.aaronsb/confluence-cloud

MCP server for Confluence Cloud — page editing, navigation, and content management

io.github.Verifa-Solutions/verifa

Identity verification, document checks, sanctions/PEP screening and case review as agent tools.

io.github.madjik-io/mcp-server

Quantum-finance market metrics for AI agents, computed by the Black Belt Labs engine.

io.github.18boys/matchcv

ATS resume checking, job description analysis, and AI resume tailoring powered by MatchCV.

io.github.hxckya/pkgtruth

Catches hallucinated and slopsquatted npm packages before an agent installs them.

io.github.Komdosh/komnet

Lets AI coding agents coordinate asynchronously through a private git repository. No server.

io.github.plur-ai/plur

Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.

io.github.ChloePark85/picright

License-aware images for markdown: CC/stock search, screenshots, Mermaid diagrams, provenance

io.github.govconapi/govconapi

53 tools over US federal procurement: SAM.gov, FPDS awards, entities, subawards, exclusions.

io.github.flowing-abyss/obsidian-hybrid-search

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

io.github.jgravelle/jdatamunch-mcp

Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.

io.github.abd3lraouf-studios/app-store-connect-mcp

App Store Connect + StoreKit 2: 1,293 Apple operations behind 11 tools, writes confirmed.

io.github.anishmoncivarghese/sonde

Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.

io.github.AKzar1el/mcp-trendpulse

Query Google News RSS feeds and search interest over time via Google Trends.

io.github.Bishop81/csvto-mcp

Local CSV, JSON and Excel conversion. Files are never uploaded and never enter the context.

io.github.epam/TimeBase-MCP

Explore and query TimeBase streams, schemas, QQL, symbols, and server status via MCP.

io.github.mspstack/mcp-planner

Microsoft Planner MCP server — plans, buckets, tasks via Microsoft Graph, ETags handled

io.github.toruproject/mapnetwork-mcp

Generate styled PNG/SVG map images of any location with 11 customizable color themes.

io.github.batchwatch/batchwatch-mcp

Ask batchwatch whether to batch a job and get the real measured queue evidence, not a guess.