io.github.10iii/air

AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more

io.github.cocaxcode/api-testing-mcp

MCP server for API testing. 35 tools: HTTP, assertions, flows, OpenAPI, collections.

io.github.0xbrainkid/agentfolio-mcp-server

AI agent identity verification via SATP on Solana. Trust scores and on-chain attestations.

io.github.operantlabs/operant-mcp

Security testing MCP server for penetration testing, forensics, and vulnerability assessment

io.github.dbsectrainer/mcp-eval-runner

A standardized testing harness for MCP servers and agent workflows

io.github.dinosaur24/mockhero

Generate realistic relational test data. 156 field types, 22 locales, JSON/CSV/SQL.

io.github.rog0x/regex

Regex test, explain, replace patterns for AI agents

io.github.rog0x/testing

Test generation, mocks, coverage analysis for AI agents

io.github.ZUHcYa/ai-validation

Independent AI code validation: test bias, edge cases, coverage gaps.

io.github.takeyaqa/PictMCP

Provides pairwise combinatorial testing capabilities to AI assistants.

io.github.B0ydT/r-packagedev-mcp

MCP server for R package development using usethis, devtools, renv, and testthat

io.github.joepangallo/cloud-agent

AI software engineer — writes code, opens PRs, reviews code, generates tests, and more.

io.github.KryptosAI/mcp-observatory

Regression testing for MCP servers. Checks capabilities, invokes tools, detects schema drift.

io.github.rigour-labs/rigour

Quality gates for AI agents. Lint, test, build checks with memory persistence.

io.github.oleksii-donets/simple_mcp

A Test MCP server that provides tools, promts and resources

io.github.jongalloway/dotnet-mcp

AI assistant access to .NET SDK for projects, packages, building, testing, and development tools.

io.github.ArkNill/browsegrab

Token-efficient browser agent for local LLMs. Playwright + accessibility tree + MarkGrab.

io.github.integsec/turbopentest

AI-powered penetration testing. Launch scans, review findings, download reports.

io.github.srclight/model-radar

Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the fastest.

io.github.rafsilva85/credit-optimizer

Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.

io.github.tomjwxf/acta-mcp

Contribute, challenge, verify, and query contestable public records on Veritas Acta.

io.github.gregario/godot-forge

Godot 4 MCP server — test runner, API docs, script analysis, scene parsing, LSP.

io.github.CryptoAPIs-io/mcp-address-latest

MCP server for current balance and state of EVM, UTXO, Solana, XRP, Kaspa addresses via Crypto APIs

io.github.kailayerhq/kai

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