Reelier
seldonframe
Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.
General-purpose servers for writing and shipping code: docs lookup, package registries, linters, editors and language tooling. The directory lists 1745 in this category, of which 676 are hosted remote servers needing no local install. Ranking below reflects maintenance, documentation, install experience and adoption — never payment.
seldonframe
Snapshot tests and CI for agent workflows: record a run, replay it at 0 tokens, diff for drift.
78degrees
Portfolio risk analytics — VaR, Monte Carlo, optimization, options Greeks, stress testing.
ellmos-ai
Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.
lukisch
17 tools for code analysis, JSON repair, encoding fix, format conversion, diff, and regex.
smaniches
Verifiable, release-aware protein evidence workflows over UniProt and linked scientific sources.
baixianger
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
hanoak
Unofficial MCP server for the Pixabay API: search and fetch royalty-free images and videos.
BuildPulseLLC
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run history.
oddunits
Free developer subdomains with DNS, catch-all email, and webhook capture, managed via MCP.
charlacsina
Asks 8 AI crawlers for your page, checks who really answered, and writes the fixes. MIT.
Ovecc-labs
Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate
jigyasudham
93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys.
runapi-ai
RunAPI MCP server for Grok Imagine: create tasks, poll status, check pricing.
foxitsoftware
MCP server that exposes Foxit PDF API capabilities via stdio.
mrslbt
Rakuten Web Service for AI: Ichiba, Books, Travel, Recipe, Kobo, GORA — bilingual, read-only.
aabhisrv
Deterministic context layer for your codebase: change impact, blast radius, answers with receipts.
DownAtTheBottomOfTheMoleHole
MCP server for Infracost CLI integration - cloud cost estimates for Infrastructure as Code
site-shot
Website screenshots for AI agents: full-page, country proxies, ad & cookie-banner removal
Medhovarsh
Branchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.
gptaria-mcp
Post a project brief & publish cases on GPTaria from Claude Code, Cursor or Windsurf.
sisense
MCP server leveraging Sisense Intelligence for actionable insights and analytics.
markswendsen-code
MCP server for Delta Airlines - search flights, check status, manage trips
wkalidev
MCP server for AI agents — Stacks, Celo, and Base in one npm package.