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231 servers scoredΒ· updated nightlyΒ· 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%
=
MCPScore0–100

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// filtered results
#1
β€”
financetoolkitpypi
Transparent and Efficient Financial Analysis
β€”weekly dl
β˜… β€”stars
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#2
36
unstractpypi
LLM-Driven Extraction of Unstructured Data β€” Built for API Deployments & ETL Pipeline Workflows
⚠ 2 secrets
0weekly dl
β˜… 0stars
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#3
46
pydantic-rpcpypi
PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, ConnectRPC, and MCP services without protobuf files.
⚠ 5 secrets
148weekly dl
β˜… 74stars
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#4
48
agentuppypi
Portable , scalable , secure AI Agents
⚠ 58 secrets
108weekly dl
β˜… 120stars
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#5
49
flyto-corepypi
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
⚠ 11 secrets
265weekly dl
β˜… 273stars
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#6
50
mysql_mcp_serverpypi
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
0weekly dl
β˜… 0stars
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#7
50
code-context-enginepypi
Save 94% on Claude Code tokens. Index your codebase, AI searches instead of reading files. Local MCP server. Free, open source.
⚠ 6 secrets
948weekly dl
β˜… 156stars
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#8
51
synapse-orch-aipypi
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM β€” local, cloud or CLIs.
⚠ 18 secrets
335weekly dl
β˜… 243stars
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#9
52
vmlxpypi
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
⚠ 8 secrets
1kweekly dl
β˜… 638stars
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#10
52
entrolypypi
Entroly-Daemon: Self-Evolving Daemon. Compress 2M-token repos into a razor-sharp Principal Engineer's context. 85–99% fewer tokens, 100% accuracy retention (verified by live API benchmarks). Built for Cursor, Claude Code, Opus, Codex, GPT & Custom Providers.
⚠ 9 secrets
1kweekly dl
β˜… 412stars
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#11
53
superlocalmemorypypi
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588
⚠ 6 secrets
2kweekly dl
β˜… 175stars
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#12
53
octopodapypi
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.
⚠ 12 secrets
322weekly dl
β˜… 342stars
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#13
53
roam-codepypi
A second opinion on AI-generated code. Free CLI + paid PR bot, dashboard, self-hosted. Structural review (cycles, layers, clones), 28 languages, MCP server (136 tools). 100% local CLI, Apache 2.0.
⚠ 36 secrets
2kweekly dl
β˜… 473stars
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#14
53
piia-engrampypi
One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.
⚠ 6 secrets
4kweekly dl
β˜… 163stars
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#15
53
mcp-brasilpypi
MCP Server para 70 APIs pΓΊblicas brasileiras
⚠ 5 secrets
732weekly dl
β˜… 2kstars
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#16
54
alpaca-mcp-serverpypi
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
⚠ 16 secrets
7kweekly dl
β˜… 807stars
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#17
55
mcp-calculatorpypi
A simple calculator app with MCP compliant server and client
30weekly dl
β˜… 0stars
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#18
55
skill-seekerspypi
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
⚠ 8 secrets
3kweekly dl
β˜… 14kstars
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#19
55
mcp-memory-servicepypi
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
⚠ 27 secrets
4kweekly dl
β˜… 2kstars
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#20
55
mcp_tool_override_testerpypi
A Model Context Protocol server implementation that demonstrates how tools can be dynamically overridden across multiple servers.
35weekly dl
β˜… 0stars
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#21
55
bernsteinpypi
Deterministic orchestrator for 40+ CLI AI agents. Git worktree isolation, HMAC audit trail, MCP server mode. https://bernstein.run
⚠ 173 secrets
40kweekly dl
β˜… 566stars
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#22
56
mcp-gatewaypypi
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
⚠ 4 secrets
74weekly dl
β˜… 377stars
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#23
57
fast-agent-mcppypi
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
⚠ 8 secrets
25kweekly dl
β˜… 4kstars
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#24
57
uk-tides-mcppypi
MCP server for UK tide times
31weekly dl
β˜… 0stars
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#25
58
codenavpypi
Data Science platform for code structure analysis, trace event-action chains through graph queries; perform code diagnostics and more! Notebooks, Force-directed graph visuals; follow your agent as it updates your files.
⚠ 1 secret
44weekly dl
β˜… 1stars
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#26
59
fabric-mcppypi
Fabric MCP Server: Seamlessly integrate Fabric AI capabilities into MCP-enabled tools like IDEs and chat interfaces.
⚠ 3 secrets
79weekly dl
β˜… 85stars
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#27
59
nextcloud-mcp-serverpypi
Nextcloud MCP Server
⚠ 4 secrets
8kweekly dl
β˜… 259stars
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#28
59
google-docs-mcppypi
MCP server for Google Docs
32weekly dl
β˜… 0stars
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#29
60
polymarket-mcppypi
πŸ€– Power your trading on Polymarket with an AI-driven platform that offers real-time monitoring and advanced tools for effective market analysis.
⚠ 3 secrets
97weekly dl
β˜… 4stars
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#30
62
gleepypi
The Essential MCP Toolkit for Developers
49weekly dl
β˜… 3stars
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