MCP Server Directory

Japan Address & Geocoding io.github.fujimura-ui/japan-address-geocoding-mcp

Japanese address search and geocoding (official address registry): postal codes and coordinates.

GoodBarber dev.goodbarber/goodbarber-public-mcp

No-code app builder: manage your GoodBarber app, shop, community, bookings, content. MCP 2026-07-28.

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

knownissue io.github.gong8/knownissue

Shared debugging memory for AI coding agents

Unified execution environment for Python code, shell commands, and programmatic MCP tool calls

MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.

QuantRisk dev.quantrisk/mcp-server

Portfolio risk analytics — VaR, Monte Carlo, optimization, options Greeks, stress testing.

Harris Boat Works - Mercury Repower io.github.harrisboatworks/mercury-repower

Live Mercury outboard data and CAD quote builder from a Mercury Platinum Dealer in Ontario.

Complete Resend email MCP: full API coverage + debug layer (deliverability, DNS, bounces).

SearchStack dev.searchstack/searchstack

Agent-driven search: build, import, tune, search, and score result quality — all over MCP.

zerolangcompiler-mcp com.clauxel.zerolangcompiler/zerolangcompiler-mcp

A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs, and audit-ready JSON

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.

Install the IssueCapture bug reporting widget for Jira. Auto-detects your framework.

Gemini-powered MCP server for code analysis.

IBAN Validation MCP eu.iban-test.www/iban-validation

Validate IBANs in 111 countries; bank directory checks for DE, AT, BE, FR, LU, NL, PT and ES.

Ingeniux CTnP MCP server for personalization, A/B testing, and audience management.

immobilier fr.synergieloc/immobilier

Draw buildings as DXF, IFC and 3D, plus exact French rent and charges calculations.

A sample MCP server using the MCP C# SDK. Generates random numbers and random weather.

DevSpeak io.github.juanjaragavi/devspeak

Improve or correct developer writing, or turn rough notes into technical specs, from your agent.

Semantic code intelligence — call graphs, dependencies, impact analysis, and test coverage.

Keel io.github.keel-trade/keel-trade

Build, backtest and paper-run Hyperliquid strategies from your AI assistant.

Model Context Protocol (MCP) server to execute aider-specific code editing operations

PredMCP io.github.RavioleLabs/predmcp

Polymarket + Hyperliquid + macro for AI agents. 38 tools, signal backtest, SSE streaming. Free tier.

checklist.day Registry io.github.kitxor/checklist-day

Registry of Python AI/ML libraries: correct imports, quickstart code, and known footguns.