MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Make Gemini code like Claude Models. Forces it to inspect files before editing, plan changes, test its work, and back up every “done” with actual evidence.
SkillMIT★ 344No key
Improve, debug, benchmark, or refactor an existing Agent Skill from conversation evidence, execution traces, user corrections, eval failures, or target skill files.
SkillMIT★ 2Few starsNo key
AI-powered CSV and Excel analysis tool for semantic text classification, sentiment analysis, survey response processing. Uses DeepSeek V3, GPT-4, Ollama LLMs. 5000+ rows per hour. Python pipeline.
SkillMIT★ 2Few starsNo key
A FastMCP server that provides shell command execution, file system access, and process inspection over the MCP Streamable-HTTP transport. Built for homelab operations agents that need to read files,
PythonMIT★ 1Few starsNo key
A governed GA4 semantic layer in dbt + MetricFlow on BigQuery, queryable by humans and by LLM agents over MCP. The README is a metric definition document: every metric states its definition, assumptio
PythonMITFew starsNo key
MCP server for Brazilian personal finance. OFX/CSV parsing with per-bank quirk fixes, PT-BR transaction categorization (rules → LLM cascade), CPF/CNPJ validation, and CNAE lookup. Works with any MCP-c
PythonMIT★ 1Few starsNo key
Universal document processing: extract, chunk, enrich, embed, validate
PythonMIT★ 3Few starsNo key
Turns Indian GST tax invoices into government INV-01 JSON. Tells you exactly what it couldn't read, and never invents a value to fill a gap. MCP server with OCR, deterministic extraction, and a ground
PythonMITFew starsNo key
Model Context Protocol server that fronts the open-source accounting suite's deterministic tools: bank-statement and OFX parsing, document classification, workpaper-spec validation, exact money math,
PythonApache-2.0★ 2Few starsNo key
Streamable HTTP MCP server for searching NPLG Iverieli, reading DSpace metadata, downloading public documents, and rendering PDF pages and tiles as JPEG for visual analysis.
PythonMITFew starsNo key
Eval harness for document extraction pipelines — field-level accuracy, failure taxonomy, cost tracking
PythonMIT★ 4Few starsNo key
Semantic intent evaluation for agentic systems. Detects instruction-layer risks including authority laundering, consent bypass, concealed execution, and semantic attack patterns in SKILL.md and agent
PythonAGPL-3.0★ 1Few starsNo key
The missing cognitive primitive for AI agents. Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.
PythonMIT★ 10No key
🔌 Exposes MEOK over MCP — Test MCP — golden-file + schema-drift + tool-failure tests for any MCP server. Drop-in pre-publish gate, pytest template, HMAC-signed reports, Shields.io grade badge. By MEO
PythonMITFew starsNo key
Your coding agent says "done". Orvant asks for proof. A skill for Claude Code, Codex and other file-capable agents, plus a Python engine that clarifies the goal, prepares an independent acceptance ora
SkillMIT★ 34No key
Agent Skill + JSON CLI: search and download books from Z-Library onion E-API through Tor (Claude Code / Codex / Hermes)
SkillMIT★ 3Few starsNo key
mdcore is a local, LLM-agnostic knowledge base engine for engineers and architects. Index markdown, PDFs, Word docs, and text files. Retrieve context on demand, ingest new knowledge with automatic cla
PythonMIT★ 3Few starsNo key
一个强大的 PDF 处理 MCP（Model Context Protocol）服务，提供全面的 PDF 文档分析功能
PythonMIT★ 51No key
MCP server for Orphanet (Orphadata): rare-disease nomenclature, gene–disease associations, phenotypes, epidemiology and cross-references, from the Orphadata scientific knowledge files.
PythonMITFew starsNo key
Stop AI coding agents from guessing. MCP server + Claude Code plugin that enforces intent alignment BEFORE coding: PRD → intent-confidence gate → Mermaid contracts (state machines / sequence diagrams
PythonMIT★ 3Few starsNo key
DeepLaw 2.0：本地优先单用户 Agent Knowledge OS，融合自主长期记忆、Markdown-native 知识、可信 Ledger、有界上下文与可验证法律证据。
PythonApache-2.0★ 6No key
An agentic scriptorium for scholarly writing — coordinated AI capabilities for manuscripts, grants, and reviews.
SkillMIT★ 5No key
The Multi-Agent Design Assistant (MADA) Tools project is a Python-powered repository that provides a centralized library of AI tools, like MCP servers, skills files, and more.
PythonApache-2.0★ 5No key
The record/bell split for agent-to-agent comms: durable file mailboxes as the one record, pluggable push notifications (console, file, Discord) as the many bells.
SkillMIT★ 3Few starsNo key
Who stands behind it
