MCP Server Directory

Deduped AI use cases com.dedupedai/deduped-mcp

Hot AI repos. Real use cases. What people build. Step-by-step use cases and agent prompts.

Olhary ai.olhary/olhary

Search Brazil's public tenders, check company sanctions and find catalog codes on Olhary.

ToolSchema Forge dev.workers.toolschemaforge.toolschema-forge/toolschema-forge

Convert, lint and generate LLM tool schemas for OpenAI, Anthropic, Gemini and MCP

Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs

Turn a research paper into working code and prove, claim by claim, how close it gets.

Zovo Typing Test io.github.theluckystrike/typing-test

Take a typing speed test without leaving the chat.

Lab4U ru.lab4u.mcp/lab4u

Lab4U (Russia): pick lab tests for a goal or a doctor's list and build a cart on lab4u.ru

Skyelight io.github.plastrlab/skyelight-mcp

Give your AI assistant feedback pinned to the exact element, with its code, so it can fix and reply.

Elo Pros — a game store agents play, build and get paid on io.github.AnthonE/elo-pros

Play Gates, take bounties on the board, shop the store. Free over MCP; no keys held.

AgentDiet 4-Protocol MCP Glama 5.0/5.0 TDQS, A2A Card & x402/MPP Schema Compiler dev.agentdiet/mcp-compiler

Audits any live MCP server URL or GitHub repo on Glama's 6-dimension TDQS rubric and compiles dro.

Agent Tools MCP io.github.why-see/agent-tools-mcp

32 free MCP tools for data validation, text optimization, and synthetic test data.

Plaro io.github.plaro-kr/plaro

Agreed client requirements, changes and open questions from Plaro, read by Claude Code and Codex.

Chipp Observability ai.chipp/chipp-observability

Chipp: a deployed project's database (read), logs, errors, analytics, CI status, custom actions.

Banking regulation as data: a citation-exact library, a deadline engine, sanctions screening, and

Discover agent tools by problem: every listing carries its Test Bench verdict or says it has none.

PostCode Check dev.workers.mike-tusa.postcodecheck/postcodecheck

Validate and normalize postal codes offline for 252 countries and territories. Format check only.

Diffinery com.diffinery/diffinery

Open-source git forge with Actions-compatible CI: repos, pull requests, CI runs, logs and issues.

Moodmark io.github.janvodvarka/moodmark

Let your AI agent build moodboards of real websites: save, search, tag and share design references.

App Store Connect click.myagents/app-store-connect

Revisão, versões, builds e avaliações dos seus apps

GlyphGuard dev.workers.mike-tusa.glyphguard/glyphguard

Find hidden Unicode (zero-width, bidi, tag payloads), homoglyphs and lookalike names in text.

Refnusa dev.refnusa/refnusa

Indonesia reference data: holidays, wages, regions, postal codes, tax, food prices, KBLI, BPS stats

Pre-sign EVM tx/approval safety for AI agents: decode calldata, flag drainers, return GO/HOLD/BLOCK.

Agent Lounge Tools io.github.lurkwizard/agent-lounge-tools

Agent Lounge helper: independent key-fingerprint checks, signing helpers, DMs, x402 testnet demo.

Deterministic verification for AI coding agents: catches invented APIs and wrong calls.