ai-agents MCP servers

4,670 tagged ai-agents, measured the same way as everything else here.

Browse within: mcp-server 300model-context-protocol 282LLM 151agentic-commerce 140fintech 139cli 131brazil 127latin-america 127ai-tools 88agent-memory 76local-first 69agentic-ai 59llm-tools 54agent-orchestration 52

databricks-mcp

3337

openatlaspro-AI/databricks-mcp

MCP server Claude CodeCodexCursor +2

MCP helpers for Databricks. Runs locally from the databricks-mcp Python package.

not rated 0 2mo ago A tokens not measured copy · 100% MIT

super-loop-mcp

3338

alexalexalex222/Loop-Factory-mcp-public

MCP server Claude CodeCodexCursor +2

MCP server "super-loop-mcp" as configured in alexalexalex222/Loop-Factory-mcp-public. Runs locally from the super-loop-mcp npm package.

not rated 0 15d ago A tokens not measured original MIT

mnemosure

3339

jsiksn/mnemosure

MCP server Claude CodeCodexCursor +2

Source-grounded memory layer for AI agents — cites its sources, says "I don't know" when it lacks evidence, and corrects superseded facts. MCP-ready. Runs locally from the mnemosure Python package.

not rated 0 9d ago A tokens not measured original MIT

merchant-catalog-mcp

3340

Thethirdone3/merchant-catalog-mcp

MCP server Claude CodeCodexCursor +2

MCP server "merchant-catalog-mcp" as configured in Thethirdone3/merchant-catalog-mcp. Runs locally from the merchant-catalog-mcp npm package.

not rated 0 2mo ago A tokens not measured

mcp-guardrail-gateway

3341

tahasiddiquii/mcp-guardrail-gateway

MCP server Claude CodeCodexCursor +2

MCP server "mcp-guardrail-gateway" as configured in tahasiddiquii/mcp-guardrail-gateway. Runs locally from the mcp-guardrail-gateway Python package.

not rated 0 2mo ago A tokens not measured

agent-memory

3342

tahasiddiquii/agent-memory

MCP server Claude CodeCodexCursor +2

MCP server "agent-memory" as configured in tahasiddiquii/agent-memory. Runs locally from the agent-memory Python package.

not rated 0 2mo ago A tokens not measured

okfgen

3343

bushans/okfgen

MCP server Claude CodeCodexCursor +2

Turn any repo, database, docs site, or open-data portal into an AI-ready Open Knowledge Format (OKF) knowledge graph — deterministically, no LLM required. Runs locally from the okfgen Python package.

not rated 0 1mo ago A tokens not measured original Apache-2.0

container-loading

3344

lxxmng/loadingmcp-mcp

MCP server Claude CodeCodexCursor +2

MCP server "container-loading", hosted remotely at mcp.loadingmcp.com, as configured in lxxmng/loadingmcp-mcp.

not rated 0 2mo ago A tokens not measured original MIT

supabase

3345

LucasLeguizamo/open-ticket

MCP server Claude CodeCodexCursor +2

Supabase's hosted MCP server: lets the agent manage projects, tables, SQL and migrations. Remote server at mcp.supabase.com.

not rated 0 2mo ago A tokens not measured copy · 88% MIT

ollama-code-mcp

3346

darthzen/ollama-code-mcp

MCP server Claude CodeCodexCursor +2

MCP server "ollama-code-mcp" as configured in darthzen/ollama-code-mcp. Runs locally from the ollama-code-mcp Python package.

not rated 0 7d ago A tokens not measured original MIT

music21-mcp

3347

cclawton/music21-mcp

MCP server Claude CodeCodexCursor +2

MCP server "music21-mcp" as configured in cclawton/music21-mcp. Runs locally from the music21-mcp Python package.

not rated 0 2mo ago A tokens not measured original MIT

amadeus-mcp-server

3348

Thaynabarreiro/amadeus-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "amadeus-mcp-server" as configured in Thaynabarreiro/amadeus-mcp-server. Runs locally from the amadeus-mcp-server Python package.

not rated 0 2mo ago A tokens not measured original MIT

docgraph

3349

carrilloapps/docgraph

MCP server Claude CodeCodexCursor +2

MCP server "docgraph" as configured in carrilloapps/docgraph. Launched with cmd /c npx -y -p @carrilloapps/docgraph docgraph-mcp serve.

not rated 0 2mo ago A tokens not measured original MIT

groundcrew

3350

sandeep-alluru/groundcrew

MCP server Claude CodeCodexCursor +2

Deterministic state oracle and semantic action codec for computer-use agents. Runs locally from the groundcrew Python package.

not rated 0 29d ago A tokens not measured original MIT

agentdelta

3351

sandeep-alluru/agentdelta

MCP server Claude CodeCodexCursor +2

Semantic diff engine for AI agent behavior — find the exact decision fork between two runs. Runs locally from the agentdelta Python package.

not rated 0 29d ago A tokens not measured original MIT

foghorn

3352

sandeep-alluru/foghorn

MCP server Claude CodeCodexCursor +2

Decision staleness alerts for AI agents. Runs locally from the foghorn-ai Python package.

not rated 0 29d ago A tokens not measured original MIT

normsync

3353

sandeep-alluru/normsync

MCP server Claude CodeCodexCursor +2

World constitution engine for norm-governed multi-agent games. Runs locally from the normsync Python package.

not rated 0 29d ago A tokens not measured original MIT

agentcrdt

3354

sandeep-alluru/agentcrdt

MCP server Claude CodeCodexCursor +2

Semantic-causal CRDT for agent-mutable world state. Runs locally from the agentcrdt Python package.

not rated 0 29d ago A tokens not measured original MIT

humanproof

3355

sandeep-alluru/humanproof

MCP server Claude CodeCodexCursor +2

Motor-noise fingerprinting for AI detection in competitive games. Runs locally from the humanproof Python package.

not rated 0 29d ago A tokens not measured original MIT

balancelab

3356

sandeep-alluru/balancelab

MCP server Claude CodeCodexCursor +2

Adversarial game economy red-team — arbitrage exploit detection for game economies. Runs locally from the balancelab Python package.

not rated 0 29d ago A tokens not measured original MIT

worldoracle

3357

sandeep-alluru/worldoracle

MCP server Claude CodeCodexCursor +2

NPC contradiction detector and belief repair for game worlds. Runs locally from the worldoracle Python package.

not rated 0 29d ago A tokens not measured original MIT

clickproof

3358

sandeep-alluru/clickproof

MCP server Claude CodeCodexCursor +2

Persistent GUI behavioral facts for computer-use agents. Runs locally from the clickproof Python package.

not rated 0 29d ago A tokens not measured original MIT

rulegraph

3359

sandeep-alluru/rulegraph

MCP server Claude CodeCodexCursor +2

Natural-language rulebook compiler for game arbitration. Runs locally from the rulegraph Python package.

not rated 0 29d ago A tokens not measured original MIT

polaroid

3360

sandeep-alluru/polaroid

MCP server Claude CodeCodexCursor +2

Embeddable CRDT scene graph for embodied AI agents. Runs locally from the polaroid-ai Python package.

not rated 0 29d ago A tokens not measured original MIT