MCP server directory

58869 public MCP servers from the official MCP Registry (25190 from verified domains, 33679 community). Search, filter, copy a setup snippet. Nothing here is installed by cosmic-mcp.

Community listing. Not installed or verified by cosmic-mcp. Check the source before you run anything.

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Showing 451 to 480 of 481

• skeletongraph

  io.github.yashdoke7/skeletongraph

  Zero-LLM structural code retrieval for AI coding agents, served over MCP.

  Community pypistdio vector-search

• slimdex-mcp

  io.github.Siddhukaushik/slimdex-mcp

  Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.

  Community npmstdio memoryvector-search

• smart-connections

  io.github.gogogadgetbytes/smart-connections

  MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

  Community npmstdio vector-searchproductivitysearch

• smart-connections-mcp

  io.github.msdanyg/smart-connections-mcp

  Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

  Community npmstdio vector-searchproductivitysearch

• socraticode

  io.github.giancarloerra/socraticode

  MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

  Community npmstdio vector-searchsearch

• stagenth · AI 记忆库

  com.stagenth/memory-kit

  Hosted persistent memory with semantic search, importance and TTL for AI agents.

  Verified domain remotestreamable-http vector-searchmemorysearch

• stagenth · 二维码工具箱

  com.stagenth/qr-kit

  QR & barcode toolkit: generate, decode, vector SVG, logo QR, WiFi and vCard QR codes.

  Verified domain remotestreamable-http vector-search

• stagenth · 文档解析

  com.stagenth/doc-parse

  Parse PDF/Word/PPT/HTML to Markdown; tables as JSON, image extraction, RAG chunking, page ranges.

  Verified domain remotestreamable-http documentsimagevector-search

• strajkpolski-mcp

  io.github.Hei33enberg/strajkpolski-mcp

  Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG.

  Community npmremotestdio searchvector-search

• svg-tracer

  com.pulsemcp/svg-tracer

  MCP server for converting bitmap images to SVG vector graphics using potrace tracing.

  Verified domain npmstdio imagemonitoringvector-search

• synapbus

  io.github.synapbus/synapbus

  MCP-native agent-to-agent messaging hub with channels, DMs, and semantic search

  Community vector-searchagentscommunication

• the-Automator AutoHotkey Downloads Search

  com.the-automator/downloads-search

  Semantic search over 438 AutoHotkey tools, scripts and courses at the-automator.com

  Verified domain remotestreamable-http searchvector-searcheducation

• tinycontext

  io.github.TinySuiteHQ/tinycontext

  Token-light local memory with SQLite hybrid retrieval for MCP agents.

  Community ocistdio databasesmemoryvector-search

• token-compressor

  io.github.base76-research-lab/token-compressor

  Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

  Community pypistdio ai-modelsvector-search

• tokennuke

  io.github.BigJai/tokennuke

  Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

  Community pypistdio searchvector-search

• topic-scorer

  co.pixelcove/topic-scorer

  Score pages against 11,485 public taxonomy categories by embedding similarity. Free.

  Verified domain remotestreamable-http vector-search

• twelvelabs-mcp-server

  io.twelvelabs/twelvelabs-mcp-server

  TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications.

  Verified domain remotestreamable-http searchvector-searchvideo

• vecline

  io.github.shunyagatha/vecline

  Local-first image, vector and document toolkit that measures its own output. Nothing uploaded.

  Community npmstdio documentsimagevector-search

• vecscope

  io.github.076923/vecscope

  Deterministic evidence about embedding spaces and vector indexes: hubness, collapse, ANN recall

  Community pypistdio vector-searchmemory

• vector-knowledge-graph-mcp

  io.github.CSOAI-ORG/vector-knowledge-graph-mcp

  AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

  Community pypistdio memoryvector-search

• vectorsearch

  io.github.CloudCorpRecords/vectorsearch

  Store and retrieve text in a Qdrant vector database by similarity search.

  Community npmstdio vector-searchdatabasesecommerce

• velocirag

  io.github.HaseebKhalid1507/velocirag

  Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

  Community pypistdio searchvector-search

• vex

  io.github.tenatarika/vex

  Local code search for agents: symbols, usages, call graph, AST patterns, grep and semantic search

  Community searchvector-search

• voidfeed-mcp

  io.github.voidfeedai-ops/voidfeed-mcp

  Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.

  Community npmstdio vector-searchai-modelsapi-integration

• weaviate-mcp

  io.github.mrfentmen/weaviate-mcp

  MCP server for Weaviate: collections, objects, GraphQL search. Works with any instance.

  Community npmstdio api-integrationsearchvector-search

• wso2-docs-mcp-server

  io.github.iamvirul/wso2-docs-mcp-server

  Semantic search over WSO2 docs (APIM, IS, MI, Choreo, Ballerina) via RAG and pgvector.

  Community npmstdio vector-searchsearch

• x402 Text Tools Catalog

  net.tunnelmole.heiekc-ip-209-115-177-214/x402-text-tools

  Pay-per-call NLP & embeddings APIs on Base via x402. No keys/signup; agents pay per call in USDC.

  Verified domain remotestreamable-http translationvector-search

• x402 Text Tools Catalog

  net.tunnelmole.imkl13-ip-209-115-177-214/x402-text-tools

  Pay-per-call NLP & embeddings APIs on Base via x402. No keys/signup; agents pay per call in USDC.

  Verified domain remotestreamable-http translationvector-search

• xNotepad AI

  com.xnotepadai/notes

  Create, search, and update notes in an xNotepad AI notebook, with semantic search and AI Q&A.

  Verified domain remotestreamable-http searchvector-searchcode-execution

• xkcd Comic Suggester

  io.github.papjuli/xkcdai

  Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.

  Community remotestreamable-http vector-searchsearch

Source: the official MCP Registry (registry.modelcontextprotocol.io), refreshed daily, plus public GitHub data. "Verified domain" means the publisher proved the namespace's domain to the registry; it is not a review. Machine-readable: /v1/directory/servers.