MCP Server Directory

6259 Model Context Protocol servers — searchable, rated, ready to install.

ragmetric-mcp io.github.MukundaKatta/ragmetric-mcp

RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.

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ResearchTwin io.github.martinfrasch/researchtwin

Federated research discovery with S-Index metrics across a network of digital twins.

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Medical RAG MCP - Semantic search and retrieval of high-quality clinical medical data io.github.maxi-moss/medical-rag-mcp-test

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

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dubstrata io.github.MuzikayiseKhuzwayo/dubstrata

Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports

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thealgorithms-mcp io.github.mcande21/thealgorithms-mcp

Search TheAlgorithms across 24 languages; fetch implementations with examples.

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Neo — AI/ML Engineering io.github.NeoResearchAI/MCPServer

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

↓ 176/wk local search git Official Registry
Outlook io.github.mcp-z/mcp-outlook

Outlook integration with OAuth, message search, batch operations, and calendar management

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meshdb io.github.meshpop/meshdb

Distributed search and indexing MCP — full-text search, semantic queries, structured data

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open-mcp-registry io.github.OnticX/open-mcp-registry

Search and discover MCP servers from the MCP Registry.

↓ 18/wk local search git Official Registry
metricui io.github.mpmcgowen/metricui

React dashboard components — API lookup, code generation, and prop validation for AI tools.

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kibana-mcp io.github.mshegolev/kibana-mcp

Kibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards.

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heor-agent io.github.neptun2000/heor-agent

HEOR MCP server: literature search, CEA, BIA, NMA/MAIC, HTA dossiers (NICE/FDA/EMA/JCA).

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recall io.github.RecallWorks/recall

Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

↓ 22/wk local search git Official Registry
MCP Memory Graph io.github.RetroRobAI/mcp-memory-graph

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

↓ 21/wk local search git Official Registry
Word Orb — English vocabulary for reader glossaries io.github.nicoletterankin/orb-platform

AI-assisted English lexical records. Stored-only batch lookup; coverage and quality vary.

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Claude Code Explorer MCP io.github.nirholas/claude-code-explorer-mcp

Explore the Claude Code CLI source — browse tools, commands, search code, and more.

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three.ws Naming io.github.nirholas/naming-mcp

On-chain identity for AI agents: resolve .sol names, reverse-lookup wallets, check handles.

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UK Charity Commission for England and Wales io.github.RobertAlsop/charity-commission

UK Charity Commission register with cleaning - 31 tools for search, financials, governance.

↓ 63/wk local search git Official Registry
Singapore Business Directory com.sgpdirectory/singapore-business-directory

Singapore business directory. Search companies, UENs, and SSIC industry classifications.

↓ 32/wk remote local search Official Registry
Distillery io.github.norrietaylor/distillery-mcp

Knowledge base for Claude Code with semantic search, feed intelligence, and teams

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MCP Sentinel io.github.oaslananka/sentinel

Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals, and audit trails.

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TedScout io.github.SDMcC/tedscout-mcp

Search EU public tenders across TED and 8 national portals. Monitor, match, and analyse procurement.

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npm-search io.github.ofershap/npm-search

npm search MCP — find packages, view details, compare, check downloads.

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stoop io.github.oliverhpage/stoop

Find licensed HVAC, plumbing, and electrical providers in Miami with verified ratings.

remote search git Official Registry
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