MCP Server Directory

1450 Model Context Protocol servers — searchable, rated, ready to install.

watsonx io.github.ExpertVagabond/watsonx

IBM watsonx.ai MCP server for Claude integration

local git ai-llm Official Registry
AI Readiness (hosted) com.samedaydesk/ai-readiness

Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No install.

remote search ai-llm Official Registry
grok-image io.github.codeChap/grok-image

MCP server for Grok image generation and editing

git ai-llm Official Registry
nanobanana-mcp io.github.getjoystick/nanobanana-mcp

Lean MCP server for Google's Nano Banana (Gemini) image models. Returns file paths, not base64.

local git ai-llm Official Registry
promptbudget-mcp io.github.MukundaKatta/promptbudget-mcp

Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

local git ai-llm Official Registry
pepita dev.pepita.mcp/mcp

Read, edit, publish, and preview your pepita websites from Claude.

local ai-llm Official Registry
ragdrift-mcp io.github.MukundaKatta/ragdrift-mcp

Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.

local git ai-llm Official Registry
rostro dev.rostro/rostro

Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and more.

remote ai-llm Official Registry
ragmetric-mcp io.github.MukundaKatta/ragmetric-mcp

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

local search git Official Registry
dubstrata io.github.MuzikayiseKhuzwayo/dubstrata

Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports

local search git Official Registry
urlsnap-mcp dev.urlsnap/urlsnap-mcp

Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Claude Code.

local browser ai-llm Official Registry
pdfmux io.github.NameetP/pdfmux

PDF-to-Markdown router. Per-page backend selection + confidence scoring for RAG ingestion.

local git ai-llm Official Registry
GlianaAI io.github.Gliana-Labs/gliana-ai-mcp

Pay-per-call AI: 59 generative models (image, video, music, speech). No signup, no API key.

local git ai-llm Official Registry
kariops-pulse io.github.dohertykariann-code/kariops-pulse

Track your brand's visibility in AI search across Claude, ChatGPT, Perplexity, and Gemini.

remote search git Official Registry
live-translate-mcp dev.waxberry/live-translate-mcp

MCP server for local speech translation (EN ↔ 中文) via Whisper + Claude + Piper

local ai-llm Official Registry
Convika com.convika/convika

Create, preview, publish, and measure landing pages from Claude, Codex, or any MCP client.

remote ai-llm dev-tools Official Registry
chromeflow io.github.NeoDrew/chromeflow

Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 browser tools.

browser git Official Registry
XFMS — Model Source dev.xpansion/xfms

Pick the right LLM for any task. Ranked shortlist with rationale across 8 evaluators.

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korg-recall-mcp io.github.New1Direction/korg-recall-mcp

Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions by meaning.

local git ai-llm Official Registry
memory com.cortex-mem/memory

Shared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or any MCP client.

local ai-llm Official Registry
vectordecisions-mcp-server io.github.NikitaDatar/vectordecisions-mcp-server

AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act compliance for Claude

local git ai-llm Official Registry
ai-connector-for-revit io.github.NonicaTeam/ai-connector-for-revit

+50 tools to inspect, select, edit and document elements in live Revit models.

local git ai-llm Official Registry
calendly-mcp-server io.github.NyxToolsDev/calendly-mcp-server

Connect Claude to Calendly — schedule meetings, check availability, manage events

local git ai-llm Official Registry
mcp gl.parse/mcp

See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sources.

remote local ai-llm communication Official Registry
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