Search: graph
Search MCP servers and agent skills by name, description, category or topic — 259 results.
NVIDIA/Megatron-Bridge/perf-cuda-graphs
Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.
NVIDIA/TensorRT-LLM/ad-graph-dump
Enable and interpret TensorRT-LLM AutoDeploy FX graph text dumps via AD_DUMP_GRAPHS_DIR.
NVIDIA/TensorRT-LLM/perf-torch-cuda-graphs
Apply CUDA Graphs to PyTorch workloads — API selection (torch.compile, PyTorch make_graphed_callables, TE make_graphed_callables, MCore CudaGraphManager, FullCudaGraphWrapper, m...
shashankss1205/codegraphcontext
An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
ozgurcd/gograph
An AST-aware structural repository graph engine and MCP server designed for AI agents. Understands Go struct embeds, public API surfaces, SQL queries, and error mapping to give agents instant codebase context without blindly grepping.
memgraph/mcp-memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
apollographql/apollo-connectors
Integrate REST APIs into GraphQL supergraphs using Apollo Connectors
apollographql/apollo-federation
Write Apollo Federation 2 subgraph schemas and compose them into a supergraph
apollographql/apollo-kotlin
A GraphQL client for Android, JVM, and Kotlin Multiplatform projects
apollographql/apollo-mcp-server
Connect AI agents to GraphQL APIs through the Model Context Protocol
apollographql/apollo-router
Version-aware configuration generator for the Rust-based Apollo Router
apollographql/apollo-router-plugin-creator
Write native Rust plugins for Apollo Router
apollographql/graphql-operations
Write GraphQL queries, mutations, and subscriptions following best practices
apollographql/graphql-schema
Reference guide for designing clean, evolvable GraphQL schemas
apollographql/rust-best-practices
Rust coding guidelines drawn from Apollo GraphQL's internal handbook
apollographql/skill-creator
Create and structure Agent Skills focused on Apollo GraphQL
graphpilot-oss/graphpilot
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and exposes callers, callees, blast-radius impact, and symbol locations over MCP — with file:line@sha evidence anchors and branch-aware differential impact — so agents answer "who calls X?" / "what breaks if I change X?" without re-reading files. Local-only, zero telemetry, Apache-2.0. `npx @graphpilot-oss/graphpilot mcp`
graphlit-mcp-server
Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.
UnitVectorY-Labs/mcp-graphql-forge
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
James-Chahwan/repo-graph
Structural graph map of any codebase for AI coding assistants. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of grepping through everything.
hashgraph-online/hashnet-mcp-js
MCP server for the Registry Broker. Discover, register, and chat with AI agents on the Hashgraph network.
pucilpet/crawlgraph-mcp
Backlink intelligence and competitor gap analysis on the public Common Crawl webgraph (4.4B edges, 120M domains) via [CrawlGraph](https://crawlgraph.com). 4 tools: backlink lookups, gap analysis, and a composite outreach-targets finder (domains linking to all your competitors but not you, de-noised and ranked by authority). Install: `npx -y crawlgraph-mcp`.
agentgraph-co/agentgraph
Trust verification and security scanning for AI agents. Checks security posture of third-party MCP servers and tools with signed attestations (Ed25519/JWS) before interaction.
stevepridemore/graph-memory
Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/Decision/Preference/Concept), bi-temporal edge validity (`valid_at`/`invalid_at`), per-type weighted decay, contradiction detection, and a nightly "dream" extraction process. Local bge-small-en embeddings, no API keys. Optional OAuth 2.1 + Cloudflare Tunnel for cross-device use across Claude Code, Desktop, web, and iOS.
mambalabsdev/mcp-company-firmographic-enricher
Enriches a company domain into firmographics: employee band, industry, HQ, founded year, revenue estimate, logo, and description, with source provenance.
PaulieB14/graph-aave-mcp
AAVE V2/V3 lending protocol data across 7 chains via The Graph — reserves, user positions, health factors, liquidations, flash loans, and governance.
securecoders/opengraph-io-mcp
OpenGraph.io API integration for extracting OG metadata, taking screenshots, scraping web content, querying sites with AI, and generating branded images (illustrations, diagrams, social cards, icons, QR codes) with iterative refinement.
QuentinCody/github-graphql-mcp-server
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.
jawdat6/fixgraph-mcp
Search and contribute to a community-verified knowledge base of 25,000+ engineering issues and fixes. Find step-by-step solutions with trust scores, submit new issues, and verify fixes work in your environment.
PaulieB14/graph-polymarket-mcp
Polymarket prediction market data via The Graph — markets, positions, orders, user activity, and real-time odds.
hardik-id/azure-resource-graph-mcp-server
A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
kukapay/cointelegraph-mcp
Providing real-time access to the latest news from Cointelegraph.
kukapay/thegraph-mcp
An MCP server that powers AI agents with indexed blockchain data from The Graph.
Lum1104/understand-anything
Interactive codebase knowledge graphs via multi-agent LLM analysis
DeusData/codebase-memory-mcp
Code-intelligence engine that indexes a repo into a persistent knowledge graph — functions, classes, call chains, HTTP routes, cross-service links. 159 languages via tree-sitter + Hybrid LSP, sub-ms structural queries, ~99% fewer tokens than grep. Single static binary, zero dependencies, 100% local. `npx codebase-memory-mcp`
topoteretes/cognee
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
phuryn/ideal-customer-profile
Identify ICP with demographics, behaviors, and JTBD
ArcadeData/arcadedb
Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.
repowise-dev/repowise
Codebase intelligence for AI coding agents. Indexes a repo into a dependency graph, git history, defect-risk code health, auto-generated docs, and architectural decisions, served as 9 task-shaped MCP tools across 15 languages. Runs 100% local; hosted option available.
anthropics/brand-guidelines
Apply Anthropic's brand colors and typography to artifacts
muratcankoylan/memory-systems
Design short-term, long-term, and graph-based memory architectures
basicmachines-co/basic-memory
Persistent, local-first AI memory: a semantic knowledge graph of plain Markdown files that humans and LLMs both read and write. Works with any MCP client, with optional cloud sync and team workspaces.
microsoft/entra-agent-id
Microsoft Entra Agent ID OAuth2 identities via Graph API