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Browse 2,691 Model Context Protocol servers · PythonClear

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CategoryAllData & Databases· 2,860Development & Coding· 2,793Search & Web· 2,475Finance & Crypto· 2,251Productivity & Docs· 2,207Commerce & Marketing· 2,197Cloud & DevOps· 2,043Knowledge & Memory· 1,825Security· 1,810AI & Machine Learning· 1,664Media & Design· 1,068Communication & Messaging· 832Browser & Automation· 668Other· 280
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LicenseAllMIT License· 7,139Apache License 2.0· 982Other· 890GNU Affero General Public License v3.0· 198GNU General Public License v3.0· 52BSD 3-Clause "New" or "Revised" License· 31ISC License· 18Mozilla Public License 2.0· 10MIT No Attribution· 7BSD 2-Clause "Simplified" License· 5The Unlicense· 4Creative Commons Attribution 4.0 International· 3
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RAGScoreOfficial
io.github.HZYAI/ragscore

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

AI & Machine LearningData & Databases
LAMB22Pythonv0.8.6pypi
Cronometer API MCPOfficial
io.github.rwestergren/cronometer-api-mcp

MCP server for Cronometer nutrition tracking — food logs, diary, macros, fasting

Productivity & Docs
LAMA22Pythonv0.1.7pypi
MCP Document ReaderOfficial
io.github.xt765/mcp_documents_reader

An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Excel files

Productivity & Docs
LAMC22Pythonv1.3.1pypi
CogniRepoOfficial
io.github.ashlesh-t/cognirepo

FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.

Development & CodingKnowledge & Memory
LAMA14Pythonv1.1.1pypi
Pmll Memory MCPOfficial
io.github.drQedwards/pmll-memory-mcp

PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.

Knowledge & Memory
LAMA14Python300/mov0.1.1npm
MCP Ip2location IoOfficial
io.github.ip2location/mcp-ip2location-io

IP Geolocation MCP server that query the geolocation information using IP2Location.io API.

Data & Databases
LAMB14Pythonv1.1.1pypi
Wet MCPOfficial
io.github.n24q02m/wet-mcp

MCP server for web search, content extraction, academic research, and library docs.

Search & WebData & Databases
LAMA14Pythonv3.4.1pypioci
M3 MemoryOfficial
io.github.skynetcmd/m3-memory

Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no cloud.

Knowledge & MemorySecurity
LAMA14Pythonv2026.4.7pypideprecated
Kapruka MCPOfficial
com.kapruka/kapruka-mcp

Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platform.

Commerce & Marketing
MA21Pythonv0.1.3remote
Edinet MCPOfficial
io.github.ajtgjmdjp/edinet-mcp

Access Japanese financial disclosures (EDINET). Search companies, retrieve BS/PL/CF statements.

Finance & CryptoData & Databases
LAMA13Pythonv0.4.1pypi
AynOpsOfficial
io.github.AynOps/AynOps

AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabilities to AI Clients

SecurityDevelopment & Coding
LAMA13Pythonv1.1.2pypi
AttestorOfficial
io.github.bolnet/attestor

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Knowledge & MemorySecurity
LAMB13Pythonv4.0.0pypi
MemwrightOfficial
io.github.bolnet/memwright

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

Knowledge & MemoryData & Databases
LAMB13Pythonv0.1.3pypi
unreal-mcp-ue4Official
io.github.conaman/unreal-mcp-ue4

UE4.27 MCP server for controlling Unreal Editor sessions over Python Remote Execution.

Development & CodingMedia & Design
LAMB13Pythonv2026.4.1-2npm
AkfOfficial
io.github.HMAKT99/akf

Trust metadata for AI agents — check files before building on them, stamp verified work.

SecurityKnowledge & Memory
LAMA13Pythonv1.5.0pypi
Sqlite MCP ServerOfficial
io.github.neverinfamous/sqlite-mcp-server

SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and analytics.

Data & Databases
LAMC13Pythonv2.6.3pypioci
UniFi GatewayOfficial
io.github.pete-builds/unifi

Safe-by-default UniFi MCP: Network + Protect + Access, multi-site, dry-run, audit log.

Cloud & DevOpsSecurity
LAMA13Pythonv0.15.3oci
Open NotebookOfficial
io.github.Epochal-dev/open-notebook

MCP server that wraps the Open Notebook API

Productivity & Docs
LAMD36Pythonv0.3.0pypi
Open NotebookOfficial
io.github.PiotrAleksander/open-notebook

MCP server that wraps the Open Notebook API

Productivity & Docs
LAMD36Pythonv0.1.1pypi
Fiftyone MCP ServerOfficial
io.github.AdonaiVera/fiftyone-mcp-server

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

AI & Machine LearningData & Databases
MB20Pythonv0.1.2pypi
Streamdeck MCPOfficial
io.github.verygoodplugins/streamdeck-mcp

MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions

Browser & Automation
LAMA20Pythonv0.1.2pypi
Aegis — AI Agent GovernanceOfficial
io.github.Acacian/aegis

Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

SecurityAI & Machine Learning
LAMB12Pythonv0.1.7pypi
MCP ZuulOfficial
io.github.imatza-rh/mcp-zuul

Zuul CI — build failure analysis, log search, pipeline status, and job configuration

Cloud & DevOpsDevelopment & Coding
LAMA12Pythonv0.8.0pypi
SelvedgeOfficial
io.github.masondelan/selvedge

Long-term memory for AI-coded codebases — agents log the why behind every change and read it back.

Knowledge & MemoryDevelopment & Coding
LAMA12Pythonv0.3.9pypi