Google PageRank for AI agents. 25,000+ tools indexed.

Best MCP Servers for LLM Client in 2026

518 tools indexed · avg score 88.8 · sorted by AgentRank score

The AgentRank index tracks 518 llm client tools. The top-ranked entry is agentic-community/mcp-gateway-registry at 93.8 points. Across the 10 shown here, the average AgentRank score is 88.8, and 10 had a commit in the last 30 days. The most common primary language is Rust.

LLM clients, gateways, and routers provide a unified interface for interacting with multiple AI model providers. These tools let developers and agents switch between OpenAI, Anthropic, Mistral, Google, and open-source models through a single API — enabling cost optimization, fallback routing, load balancing, and model comparison.

The category includes both SDK-level clients (thin wrappers around provider APIs) and full gateway deployments (proxy servers that add rate limiting, caching, cost tracking, and observability on top of raw model calls). LiteLLM is the dominant open-source option, with commercial alternatives like Portkey and Helicone for teams needing managed infrastructure.

Key features to evaluate: OpenAI-compatible API surface (so existing code works with zero changes), streaming support, token usage tracking, retry logic, and semantic caching. For production deployments, look for tools with Redis caching support to reduce costs on repeated queries.

Top 10 LLM Client MCP Servers

  1. #1
    agentic-community/mcp-gateway-registry

    Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI codin...

    93.8
    Ranks here on 972 GitHub stars and a commit within the last week, plus 80% of issues closed.
    Freshness
    30.6
    Issue health
    24.6
    Stars
    15.3
    Contributors
    12.3
    Description
    6.2
    ★ 972 commit 7d ago Python
  2. #2
    inference-gateway/inference-gateway

    An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare...

    92.7
    Ranks here on 215 GitHub stars and an active commit 8 days ago, plus 98% of issues closed.
    Freshness
    30.5
    Issue health
    30.3
    Stars
    12.0
    Contributors
    8.9
    Description
    6.2
    ★ 215 commit 7d ago Go
  3. #3
    ChronoAIProject/NyxID

    Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies requests, injects credentials automatically, punches through NAT to reach localhost services, and wraps REST APIs...

    89.8
    Ranks here on a commit within the last week and 90% of issues closed.
    Freshness
    30.7
    Issue health
    27.8
    Contributors
    12.3
    Stars
    8.2
    Description
    6.2
    ★ 38 commit 7d ago Rust
  4. #4
    smg-project/smg

    Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across vLLM, TRT-LLM, TokenSpeed, SGLang, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing,...

    89.6
    Ranks here on 572 GitHub stars and a commit within the last week, plus 70% of issues closed.
    Freshness
    30.7
    Issue health
    21.6
    Stars
    14.1
    Contributors
    12.3
    Description
    6.2
    ★ 572 commit 7d ago Rust
  5. #5
    soulteary/owlmail

    OwlMail is a self-hosted, AI-native email testing gateway for developers, CI pipelines, and coding agents. Capture, inspect, wait for, validate, and route application emails through REST, Webhooks,...

    89.2
    Ranks here on an active commit 8 days ago and 100% of issues closed.
    Issue health
    30.8
    Freshness
    30.4
    Stars
    9.6
    Contributors
    7.2
    Description
    6.2
    ★ 75 commit 7d ago Go
  6. #6
    bitrouter/bitrouter

    The minimal interpretable model router that learns & adapts to your agent workflows

    87.1
    Ranks here on 236 GitHub stars and a commit within the last week, plus 86% of issues closed.
    Freshness
    30.6
    Issue health
    26.4
    Stars
    12.2
    Contributors
    8.9
    License
    4.6
    ★ 236 commit 7d ago Rust
  7. #7
    aliang-one/aliangboard

    An open-source, AI-native Kubernetes panel — full multi-cluster management via a Vue 3 + Node gateway, with a built-in Agent workbench and MCP server that lets LLMs read, write, and operate your cl...

    87.0
    Ranks here on an active commit 8 days ago and 90% of issues closed.
    Freshness
    30.4
    Issue health
    27.7
    Stars
    10.5
    Contributors
    7.2
    Description
    6.2
    ★ 112 commit 7d ago JavaScript
  8. #8
    hwdsl2/self-hosted-ai-stack

    Deploy a self-hosted AI stack with Docker Compose: local LLMs, chat, document parsing, embeddings, transcription, text-to-speech and MCP tools. Powered by Ollama, LiteLLM, AnythingLLM and more. Loc...

    86.5
    Ranks here on a commit within the last week and 100% of issues closed.
    Issue health
    30.8
    Freshness
    30.6
    Stars
    11.4
    Description
    6.2
    License
    4.6
    ★ 165 commit 7d ago Shell
  9. #9
    Yinglianchun/Serein

    雨落下的地方,记忆会再次开花。可自部署的 AI 长期记忆与聊天网关。Self-hosted AI memory & chat gateway for long-term conversations.

    86.5
    Ranks here on a commit within the last week and 100% of issues closed.
    Issue health
    30.8
    Freshness
    30.6
    Stars
    11.6
    License
    4.6
    Contributors
    4.4
    ★ 179 commit 7d ago Python
  10. #10
    diegosouzapw/OmniRoute

    Never stop coding. Free MIT AI gateway: one endpoint, 359 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cli...

    86.3
    Ranks here on adopted by 11 downstream projects and 76k GitHub stars, plus an active commit 9 days ago.
    Freshness
    22.3
    Issue health
    21.0
    Dependents
    13.6
    Stars
    11.5
    Contributors
    9.2
    ★ 76k commit 9d ago TypeScript 11 dependents

More LLM Client MCP Servers

# Tool Score Stars Last Commit Language
11 emaspa/unraidclaw 85.3 48 15d ago TypeScript
12 taichuy/1flowbase 85.1 273 7d ago Rust
13 croit/aiplane 83.2 25 7d ago Rust
14 gefsikatsinelou/MetaSearchMCP 81.8 59 7d ago Python
15 0xzr/freellmpool 81.7 121 10d ago Python
16 nirholas/plugin.delivery 81.5 25 9d ago TypeScript
17 gymcoach-app/gymcoach 81.4 43 7d ago TypeScript
18 alifanov/scopegate 81.0 18 7d ago TypeScript
19 engasnm111/lnwjud 80.4 203 7d ago TypeScript
20 ankitcharolia/kiro-gateway 80.3 82 10d ago Python
21 agentgateway/agentgateway 80.2 5.3k 7d ago Rust
22 Continuum-AI-Corp/OrcaReplay 79.8 285 19d ago TypeScript
23 artcc/openclient-llm 78.8 27 7d ago Swift
24 TykTechnologies/ai-studio 78.7 10 7d ago Go
25 lianluo-esign/ferrogate 78.3 27 24d ago TypeScript
26 stdapi-ai/stdapi.ai 78.3 25 20d ago Python
27 KochC/opencode-llm-proxy 78.0 70 11d ago JavaScript
28 IBM/mcp-context-forge 77.9 4.6k 7d ago Python
29 ferro-labs/ai-gateway 77.7 266 15d ago Go
30 stellar-experimental/stellar-raven 77.4 11 7d ago JavaScript
31 stabgan/openrouter-mcp-multimodal 76.9 97 7d ago TypeScript
32 TomLeeLive/openclaw-unity-plugin 75.3 107 1mo ago C#
33 soapbucket/sbproxy 74.1 53 1mo ago Rust
34 ypollak2/llm-router 72.8 98 7d ago Python
35 barbacane-dev/barbacane 72.5 29 18d ago Rust
36 archestra-ai/archestra 72.4 4.4k 7d ago TypeScript
37 smigolsmigol/llmkit 72.1 16 18d ago TypeScript
38 perforce/perforce-agentic-gateway 71.7 13 28d ago —
39 mcpmux/mcp-mux 70.7 24 8d ago Rust
40 hashangit/openfusion 70.7 35 18d ago TypeScript
41 TomLeeLive/openclaw-godot-plugin 70.6 17 1mo ago GDScript
42 dcc-mcp/dcc-mcp-unreal 70.6 6 9d ago Python
43 openmake/openmake_llm 70.1 43 7d ago TypeScript
44 deltawi/deltallm 69.6 20 7d ago Python
45 NateBJones-Projects/OB1 69.2 4.7k 8d ago TypeScript
46 cuihuan/awesome-ai-gateway 68.2 130 8d ago HTML
47 NeuralTrust/TrustGate 68.0 11 7d ago Go
48 RelayPlane/proxy 67.8 207 18d ago TypeScript
49 unrelated-ai/mcp-gateway 67.1 26 9d ago Rust
50 Azure-Samples/AI-Gateway 67.0 996 1mo ago Jupyter Notebook