$ timeahead.in
๐Ÿ† top by score๐Ÿ“ฆ most downloaded๐Ÿ†• new arrivalsโš  security risks๐Ÿ“‰ score dropsโšก compare
27 servers scoredยท updated nightlyยท security-first

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that tells you when things get worse.

We score every MCP server on security, freshness, adoption, quality, and trust. Independent. No vendor money.

Security35%
+
Freshness25%
+
Adoption20%
+
Quality10%
+
Trust10%
=
MCPScore0โ€“100

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#1
58
@claude-flow/clinpm
Ruflo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code
โš  30 secretsai-ml
115kweekly dl
โ˜… 65kstars
โ†’
#2
71
@huggingface/mcp-clientnpm
Client for the Model Context Protocol
โš  2 secretsai-ml
72weekly dl
โ˜… 2kstars
โ†’
#3
86
@copilotkit/aimocknpm
Mock infrastructure for AI application testing โ€” LLM APIs, image generation, image editing, text-to-speech, transcription, audio translation, audio generation, video generation, embeddings, MCP tools, A2A agents, AG-UI event streams, vector databases, sea
โš  1 secretai-ml
823kweekly dl
โ˜… 651stars
โ†’
#4
82
@er77/code-graph-rag-mcpnpm
Multi-agent LiteRAG MCP server for advanced code graph analysis
ai-ml
29weekly dl
โ˜… 121stars
โ†’
#5
84
@houtini/lmnpm
MCP server for local LLMs โ€” connects to LM Studio or any OpenAI-compatible endpoint
ai-ml
651weekly dl
โ˜… 99stars
โ†’
#6
48
@aigentic/agentdbnpm
Self-learning vector memory for AI agents โ€” single-file .rvf cognitive container with HNSW search, episodic Reflexion memory, causal graph + Cypher, 9 RL algorithms, Thompson Sampling bandit, 41 MCP tools, hybrid (BM25 + dense) retrieval, GNN attention. 1
โš  5 secretsai-ml
38weekly dl
โ˜… 80stars
โ†’
#7
68
@h1deya/langchain-mcp-toolsnpm
MCP To LangChain Tools Conversion Utility
โš  1 secretai-ml
280weekly dl
โ˜… 24stars
โ†’
#8
55
@grackle-ai/plugin-knowledgenpm
Knowledge graph plugin for Grackle โ€” Neo4j, embeddings, and knowledge MCP tools
โš  3 secretsai-ml
76weekly dl
โ˜… 20stars
โ†’
#9
49
@dreb/semantic-searchnpm
Semantic codebase search engine with embedding-based ranking and MCP server
โš  23 secretsai-ml
6kweekly dl
โ˜… 18stars
โ†’
#10
0
@damoqiongqiu/mcp-local-ragnpm
Code intelligence for AI coding assistants โ€” AST-level semantic code search with keyword boost. Index your codebase, search by meaning, keep everything local.
ai-ml
161weekly dl
โ˜… 12stars
โ†’
#11
78
@calypsohq/multimodal-rag-mcp-servernpm
MCP server for Calypso (AIcore) agents via OpenAI-compatible API.
ai-ml
64weekly dl
โ˜… 2stars
โ†’
#12
80
@codespar/openainpm
OpenAI Agents SDK adapter for CodeSpar โ€” convert MCP tools to OpenAI function calling format
ai-ml
22weekly dl
โ˜… 2stars
โ†’
#13
82
@gpu-bridge/mcp-servernpm
GPU-Bridge MCP Server โ€” 30 AI services as MCP tools. LLM, image, video, audio, embeddings, reranking, PDF parsing, NSFW detection & more. x402 native for autonomous agents.
ai-ml
47weekly dl
โ˜… 2stars
โ†’
#14
34
@appsmithery/vscode-codechefnpm
AI-powered task orchestration with LangGraph single-orchestrator architecture, 150+ MCP tools, and LangChain function calling. Submit development tasks via Copilot Chat.
โš  25 secretsai-ml
4weekly dl
โ˜… 1stars
โ†’
#15
57
@danijeun/fanar-mcp-servergithub
A Model Context Protocol server for Fanar API tools: Islamic RAG, image generation, and translation.
ai-ml
0weekly dl
โ˜… 1stars
โ†’
#16
57
@agfpd/voice-connectnpm
voice-connect โ€” voice service for agents. MCP tools tts (text โ†’ ready-to-send .ogg/opus voice file) and stt (audio โ†’ text) over one core, plus an OpenAI-compatible HTTP facade (/v1/audio/speech + /v1/audio/transcriptions) for runtimes. Cascade with fallba
ai-ml
68weekly dl
โ˜… 0stars
โ†’
#17
50
@clawket/mcpgithub
An MCP server that enables LLMs to pull-based search through Clawket's RAG repository for exploratory and conditional queries. It provides read-only access to search artifacts, tasks, and decisions via HTTP API.
ai-ml
0weekly dl
โ˜… 0stars
โ†’
#18
56
@clicksend/langchain-clicksend-mcpnpm
LangChain MCP integration for ClickSend
ai-ml
7weekly dl
โ˜… 0stars
โ†’
#19
57
@cloudwerxlab/gpt-image-1-mcpnpm
A Model Context Protocol server for OpenAI's gpt-image-1 model, supports Image Generation and Editing/Masks.
ai-ml
89weekly dl
โ˜… 0stars
โ†’
#20
56
@cmsmcp/gatewaynpm
Universal REST API gateway for CMS MCP Hub โ€” exposes all MCP tools as HTTP endpoints with OpenAPI spec, works with ChatGPT, Gemini, n8n, LangChain, and any HTTP client
ai-ml
4weekly dl
โ˜… 0stars
โ†’
#21
58
@demitycho/pg-vector-mcpnpm
MCP Server for querying pg vector db
ai-ml
10weekly dl
โ˜… 0stars
โ†’
#22
67
@dotlab-hq/vector-store-mcpgithub
MCP server for OpenAI Vector Store API, managing vector stores, files, file batches, and semantic search.
ai-ml
0weekly dl
โ˜… 0stars
โ†’
#23
63
@fastmcp-me/imagegen-mcpnpm
MCP server for AI image generation with OpenAI DALL-E, Google Imagen, Gemini, and Flux via Replicate
ai-ml
16weekly dl
โ˜… 0stars
โ†’
#24
61
@fastmcp-me/mcp-local-ragnpm
Local RAG MCP Server - Easy-to-setup document search with minimal configuration
ai-ml
3weekly dl
โ˜… 0stars
โ†’
#25
75
@friday-ai-codes/mcpgithub
Provides MCP tools for Friday AI, enabling code indexing, Graph RAG, coding plans, and PR/MR operations via AI coding assistants like Cursor, Claude Code, and Codex.
ai-ml
0weekly dl
โ˜… 0stars
โ†’
#26
65
@h1deya/langchain-google-genai-exnpm
Drop-in replacement for ChatGoogleGenerativeAI that automatically fixes schema compatibility issues with MCP tools and Gemini API
ai-ml
36weekly dl
โ˜… 0stars
โ†’
#27
56
@heady-ai/sdknpm
TypeScript client SDK for the Heady AI Platform โ€” MCP tool calls, vector memory operations, and health checks.
ai-ml
5weekly dl
โ˜… 0stars
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showing 27 of 27 servers

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