AI integrations
Plugins, connectors, MCP servers, channels, and tools that extend AI agents.
io.github.MuhammadTalhaMT/intercom
Relays messages between two Claude Code sessions on different machines using the Channels API
io.github.MukundaKatta/agentcast
Structured-output enforcer: extract and validate JSON from messy LLM text.
io.github.MukundaKatta/agentfit
Token-aware message truncation: fit a chat history into your model's context budget.
io.github.MukundaKatta/agentguard
Network-egress firewall for agent tools: check URLs against a declarative policy.
io.github.MukundaKatta/agentsnap
Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.
io.github.MukundaKatta/agentvet
Validate tool-call args before execution. Returns LLM-friendly retry hints.
io.github.MukundaKatta/citecite-mcp
Inject, parse, and strip [N] citation markers in RAG outputs.
io.github.MukundaKatta/csv-tools-mcp
Reliable CSV parsing + generation. Handles quotes, embedded commas, BOMs, CRLF.
io.github.MukundaKatta/diff-mcp
Character-precise unified diff + patch application + patch parsing.
io.github.MukundaKatta/html-to-markdown-mcp
Convert HTML to Markdown or strip to plain text. For web-scraping agents.
io.github.MukundaKatta/jmespath-mcp
Run JMESPath queries against JSON. Pure JS, no native binary needed.
io.github.MukundaKatta/json5-mcp
Parse JSON5 (comments, trailing commas, unquoted keys) and emit strict JSON.
io.github.MukundaKatta/promptbudget-mcp
Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.
io.github.MukundaKatta/ragdrift-mcp
Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.
io.github.MukundaKatta/ragmetric-mcp
RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.
io.github.MukundaKatta/regex-test-mcp
Trustworthy JS regex testing. Real offsets, named groups, safe against zero-width loops.
io.github.MukundaKatta/shellquote-mcp
Safe shell argument escaping for bash, cmd.exe, and PowerShell.
io.github.MukundaKatta/sqlfmt-mcp
Deterministic SQL formatting across 19 dialects (postgres, mysql, snowflake, bigquery, etc.).
io.github.MukundaKatta/streamparse
Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.
io.github.MukundaKatta/timezone-mcp
IANA timezone conversions with real DST rules.
io.github.MukundaKatta/toml-yaml-json-mcp
Parse, format, and convert configs across TOML, YAML, and JSON.
io.github.Multi-DAC/omni-oracle
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & Utilities.
Munchausen Crypto Analytics
Crypto analytics via x402: free BTC/ETH/SOL prices, AI analysis and reports in USDC.
io.github.MurariAmbati/aurora-agent
FIBER decision-context compiler with honest omission accounting: 259 evidence-bearing MCP tools.