MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.
Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.
RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.
Trustworthy JS regex testing. Real offsets, named groups, safe against zero-width loops.
Safe shell argument escaping for bash, cmd.exe, and PowerShell.
Deterministic SQL formatting across 19 dialects (postgres, mysql, snowflake, bigquery, etc.).
Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.
Parse, format, and convert configs across TOML, YAML, and JSON.
QA Radar
Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.
An MCP server that provides text preprocessing, NLP components, and document analysis
MyTelescope
MyTelescope demand intelligence: signals, forecasts, competitor share, and emerging trends.
Free passive security scanning - check any domain's DMARC, TLS, headers, and exposures.
WhatsApp Chat Reader (Unofficial)
Unofficial read-only MCP server for your local WhatsApp chat history (stays on your machine).
Kubernetes Troubleshoot
Read-only Kubernetes diagnostics: pods, logs, events, workloads, services, PVCs and nodes.
io.github.Nano-Nimbus/locus
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
OCL Context Layer
Reference MCP server for OCL, an open standard giving AI agents scoped business meaning for Odoo.
Convert PDF, Word, Excel, PowerPoint, EPUB and images to Markdown locally, with no upload.
io.github.Narazgul/getalife-budget
Zero-Based Budgeting tools: budget plans, runway, net worth, savings goals, debt payoff plans.
TopAlternativesTo
Compare software: verified pricing with its source and date, and ranked alternatives.
DefaultBench
Search transparent sponsored listings for agents, APIs, tools, and MCP servers.
HoShy
Search Rakuten Ichiba products and compare prices via Claude. Zero setup, no API key needed.
io.github.Neji402/engedi
93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via USDC x402.
io.github.NellInc/psychopathia-mcp
Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 tools.
io.github.NellInc/saferagenticai-mcp
Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.
Search 367k+ verified businesses; earn cashback when an agent routes a real purchase.
GROUP BY and pivot tables for JSON rows: 11 functions, date buckets, top N, totals, messy numbers.
Dedupe, flatten and clean messy JSON rows (emails, phones, URLs, HTML) in one call, as JSON or CSV.
Compare two versions of a JSON row list: what was added, removed or changed, field by field.