Browse agents
5764 agents, ranked by overall quality.
#4001
doobidoo/MCP-Context-Provider
Static server providing persistent tool-specific context and rules to AI models.
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#4002
dot-RealityTest/obsidian-codex-mcp
Local Obsidian vault access working directly on Markdown files without the Obsidian app or plugins, with read-only mode, backup-on-write and path isolation.
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#4003
DollhouseMCP/mcp-server
Reusable personas, skills, templates, agents and memory for AI clients, with dynamic permissions, versioning and a public collection of shareable content.
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#4004
DomDemetz/claude-soul
Learning engine for Claude Code: extracts signals from sessions, runs periodic reflections and promotes or retires behavioral frameworks based on evidence.
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#4005
dshakes/distil
Reversibly compress large tool outputs into recoverable handles, expand them on demand and track token and cost savings locally.
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#4006
edobusy/agenthold
Shared versioned state store with optimistic concurrency control for coordinating concurrent agents, plus SQLite-backed claim/release locks and an audit log.
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#4007
elvismdev/mem0-mcp-selfhosted
Self-hosted mem0 for Claude Code: Qdrant vector search, Neo4j knowledge graph, Ollama embeddings and session hooks for automatic cross-session memory.
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#4008
entanglr/zettelkasten-mcp
Zettelkasten knowledge management: create, link and search atomic notes.
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#4009
g1itchbot8888-del/agent-memory
Three-layer agent memory (identity, active, archive) with semantic search, graph relationships and conflict detection.
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#4010
giskard09/giskard-oasis
Refocuses an agent that has lost its thread by distilling its original purpose, paid per use via Lightning or Arbitrum.
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#4011
ErebusEnigma/context-memory
Persistent, searchable context storage across Claude Code sessions using SQLite FTS5, with AI session summaries, checkpoint recovery and a web dashboard.
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#4012
majiayu000/remem
Local-first memory for Claude Code and Codex: hooks capture sessions and an LLM distills them into SQLite, with auditable full-text and embedding recall.
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#4013
MakeaMouse/fish-bridge-mcp
Compresses AI chat sessions into a compact typed knowledge graph, with optional offline extraction via Ollama.
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#4014
evc-team-relay-mcp
Read and write notes in your Obsidian vault.
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#4015
dl4rce/flaiwheel
Self-hosted memory and governance for coding agents: structured knowledge capture, hybrid search with reranking, codebase analysis and git-native storage.
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#4016
grooverLab/fable
Full-text and semantic search over Claude Code transcript history, with exact thread recall and durable remembered facts in local SQLite.
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#4017
fenghaochang/LoreRoom
Encrypted local memory for Claude Code Telegram bots: captures both sides of conversations, with SQLCipher encryption and CJK-friendly full-text search.
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#4018
FilippoPilo/cortex-connector
Persistent semantic memory for agents with quality-gated writes, typed claims, conflict tracking and coherence scoring.
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#4019
gamosoft/NoteDiscovery
Self-hosted Markdown knowledge base with a web UI: search, read, create, edit, tag and template notes.
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#4020
geondongkim/geond-agent-protocol
Local-first shared memory and coordination for coding agents on PostgreSQL/pgvector: repository evidence, reservations, handoffs and code graph context.
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#4021
gingugu/gingugu
Local SQLite memory for coding assistants: typed memories with confidence lifecycle, namespaces, knowledge graph, hybrid search and keychain credential vault.
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#4022
GistPad-MCP
Manage personal knowledge, daily notes and reusable prompts in GitHub Gists, as a companion to GistPad.
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#4023
GetCacheOverflow/CacheOverflow
Knowledge marketplace where agents search, publish and unlock previously solved problems, earning tokens for shared solutions.
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#4024
graphlit-mcp-server
Ingest content from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project, then search and retrieve relevant knowledge.
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#4025
gregario/lego-oracle
LEGO sets, parts, minifigs and inventories from Rebrickable: search and compare sets, find parts by colour, browse themes and discover alternate builds.
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#4026
gregario/brewers-almanack
Brewing knowledge: BJCP 2021 beer styles, hop varieties, malts, yeasts, water profiles, off-flavour diagnosis, recipe suggestions and food pairings.
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#4027
gregario/3dprint-oracle
3D printing filament knowledge base from SpoolmanDB: search filaments, compare material properties and print settings, and diagnose print issues.
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#4028
hannesrudolph/mcp-ragdocs
Retrieve and process documentation through vector search to augment responses with relevant documentation context.
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#4029
HBarefoot/engram
Offline persistent agent memory on SQLite with local embeddings, hybrid semantic and full-text recall, secret detection and contradiction handling.
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#4030
HatmanStack/ragstack-mcp
Access RAGStack serverless knowledge bases on AWS: search, chat with AI answers, upload documents and media, scrape websites and analyze metadata.
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#4031
hermes-labs-ai/fidelis
Local-first memory with verbatim recall, querying, health checks and context-sensitive orientation, using LLM-free retrieval by default.
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#4032
hifriendbot/cogmemai-mcp
Cloud-based persistent memory for Claude Code with semantic search, AI extraction and project scoping.
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#4033
hjqcan/GoodMemory
Local-first, auditable memory with scoped user/project storage in SQLite or Postgres, read-only recall by default and opt-in reviewed writeback.
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#4034
hoornet/agentdocs-mcp
Read, create, update, comment on and share AgentDocs Markdown docs, with full-text and semantic search.
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#4035
hubinoretros/deep-thinker
Reasoning via a DAG thought graph with multiple strategies (dialectic, analogical, abductive and more), stuck detection, confidence scoring and self-critique.
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#4036
hyunjae-labs/lore
Local semantic search across Claude Code conversations with hybrid vector and keyword search, background indexing and per-project selection.
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#4037
DanceNitra/inspeximus
Agent memory with a correction channel: supersede or revert stale facts, block restated old values, and prove deletions with signed tombstones.
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#4038
idapixl/algora-mcp-server
Browse and search open-source bounties on Algora, filter by org, tech or amount, and get top bounties and aggregate stats.
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#4039
IgorGanapolsky/mcp-memory-gateway
Pre-action gates that prevent coding agents from repeating known mistakes by turning captured feedback and failures into rules enforced via hooks.
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#4040
Ikalus1988/MisakaNet
Agent failure memory: search verified debugging lessons from real engineering sessions.
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#4041
irisxc4/memoryguard
Local-first governed shared memory for coding agents with CLI and desktop console: classify, dedupe, supersede, quarantine and roll back memories.
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#4042
zsxh1990/pr-genius
Pull request contribution advisor based on case studies from real repos: merge probability analysis, pattern matching and contribution strategy.
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#4043
JAAvila-Of/vivac
A provenance tree for coding agents: every node records the node it was born from, so the agent can ask why the work is where it is. A session brief with the standing decisions and what not to touch, a close that refuses over open work, and decisions kept with the alternatives they rejected. Local JSON-lines file, no telemetry.
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#4044
jaimenbell/rag-mcp
Minimal local RAG that vector-searches a document corpus and returns cited passages.
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#4045
JamesANZ/cross-llm-mcp
Cross-LLM communication and memory sharing so different AI models can collaborate and share context across conversations.
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#4046
JamesANZ/memory-mcp
Store and retrieve conversation memories from multiple LLMs in MongoDB, with timestamps and LLM identification.
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#4047
japlete/md-vision-mcp
Read Markdown with inlined images and heading indexes for agentic RAG over local docs or allowed URLs.
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#4048
jcdickinson/simplemem
Simple memory for coding agents using DuckDB and VoyageAI.
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#4049
jagoff/memo
Local-first semantic memory: hybrid search, Markdown storage, MLX or CPU embeddings, contradiction detection, time-travel history and cross-machine git sync.
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#4050
JinNing6/Noosphere
Shared community repository of insights, decisions, warnings and patterns with semantic search, a 3D interactive globe and automated content moderation.
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#4051
jinzcdev/markmap-mcp-server
Convert Markdown into interactive markmap mind maps with PNG/JPG/SVG export and live browser preview.
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#4052
junnnnnw00/obsidian-everywhere
Graph-native Obsidian vault access: search, backlinks, n-hop neighborhoods, paginated reads and safe partial and bulk edits with dry-run and rollback.
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#4053
kael-bit/engram-rs
Hierarchical agent memory engine with automatic decay, promotion, semantic deduplication and a self-organizing topic tree.
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#4054
kage-core/Kage
Git-native memory for coding agents: JSON entries in the repo, verified against cited code so hallucinated citations are rejected and stale memory is withheld.
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#4055
kaliaboi/mcp-zotero
Work with collections and sources in your Zotero Cloud library.
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#4056
khwanlabs/khwan-mcp
Memory for coding agents built around corrections: distills your corrections into standing rules for later sessions, with isolated memory per project.
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#4057
krimto-labs/krimto
Team memory for coding agents stored as Markdown in git, with user, team and org access levels and hybrid SQLite/sqlite-vec retrieval.
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#4058
Krzysztof318/MailFathom
Self-hosted email search: syncs IMAP mailboxes into PostgreSQL to list, search and read mail and ask cited questions across the archive.
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#4059
kunickiaj/codemem
Persistent coding memory across sessions, machines and teammates, with memory search, optional sync, project sharing and automatic capture.
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#4060
kunwar-shah/claudex
Persistent memory and full-text search over Claude Code conversation history indexed into SQLite, with session summaries and a web UI for exploration.
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#4061
Kyrzin/kybase
Self-hosted Markdown knowledge base that doubles as persistent memory for AI agents: a notes app you browse and edit (wikilinks, backlinks, graph), 18 MCP tools over Streamable HTTP with OAuth (works as a claude.ai connector) or stdio. Hybrid search (Postgres full-text + pgvector, RRF, optional reranker) with section-level reads and conflict-safe appends. `npx -y kybase-mcp`
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#4062
renezander030/agentic-task-system
Turns your task manager into agent memory with hybrid retrieval over TickTick or an Obsidian vault, without a separate vector database.
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#4063
KVANTRA-dev/NOUZ-MCP
Semantic knowledge graph for Obsidian with graph, classification and hierarchy modes, local embeddings, semantic bridge discovery and drift detection.
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#4064
LamantinAI/kaeru
Memory for LLM agents: a local graph where the agent itself keeps decisions, tasks, hypotheses and reasoning between sessions, and gets a summary of what is open and overdue on every return to a project. Single Rust binary with no embedding model or LLM calls inside; one daemon serves several agents at once, with an optional self-hosted cloud for teams. Works with Claude Code, Codex, Cursor, opencode and any MCP client.
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#4065
leesgit/passbaton
Local session continuity across Claude Code, Codex CLI and Gemini CLI: context injection on start, compaction handover, memory, tasks and multilingual search.
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#4066
lfrmonteiro99/memento-mcp
Local-first memory for coding agents: stores facts, decisions, patterns and architecture notes in SQLite to reduce repeated context across sessions.
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#4067
Lians-ai/Lians
Bitemporal agent memory with deterministic fact supersession, point-in-time recall, memory lineage, conflict tracking and tamper-evident audit trails.
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#4068
liftkkkk/owl-mcp
Work with OWL/TTL/RDF ontologies: SPARQL queries, HermiT/Pellet reasoning and CRUD operations on knowledge graphs.
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#4069
linxule/lotus-wisdom-mcp
Contemplative problem-solving using the Lotus Sutra's framework: multi-perspective reasoning, skillful means, non-dual recognition and meditation pauses.
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#4070
knaisoma/data-olympus
Git-native Markdown knowledge base for coding agents with proposed vs. accepted guidance, validity windows, supersession chains and status-aware retrieval.
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#4071
lithtrix/lithtrix-mcp
Persistent cross-vendor agent memory with credibility-scored web search, browser fetch and a shared Commons pool under one stable key.
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#4072
louis030195/easy-obsidian-mcp
Create, read, update and search notes in local Obsidian vaults via filesystem access.
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#4073
LuizEduPP/rememb
Persistent agent memory in local JSON with sectioned entries (project, user, context), semantic search, a CLI and per-project scope.
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#4074
lyonzin/knowledge-rag
Offline RAG for Claude Code with hybrid BM25 and semantic search, cross-encoder reranking, Markdown-aware chunking and query expansion.
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#4075
markmhendrickson/neotoma
Deterministic state layer for agents: versioned entities like contacts, tasks and decisions with immutable observations and provenance, in local SQLite.
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#4076
mattjoyce/mcp-persona-sessions
Structured, persona-driven sessions for interview preparation, personal reflection and coaching, with timers and performance evaluation.
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#4077
max-ramas/rms-memory-mcp
Local-first memory for coding agents: hybrid LanceDB/Tantivy search, Markdown and code indexes, per-project vaults and recall that abstains on low confidence.
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#4078
maxkuminov/obsidian-mcp
Self-hosted Obsidian server: semantic and full-text search on PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD and a self-describing vault guide.
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#4079
mcasdfgf/mcp-roo-memory
Persistent fractal graph memory for coding agents: semantic search, hot/cold/archive context tiers and decision tracking on Qdrant.
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#4080
udjin-labs/mnemostack
Self-hosted hybrid agent memory on Qdrant combining vector search, BM25, temporal retrieval and an optional Memgraph knowledge graph via rank fusion.
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#4081
tverney/mcp-agent-memory
Filesystem-based persistent agent memory: agents read, write and search memory while a background daemon handles consolidation and extraction.
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#4082
memstate-ai/memstate-mcp
Versioned, structured agent memory storing facts as keypaths with full version history and automatic conflict detection.
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#4083
michael-denyer/memory-mcp
Two-tier memory (hot cache and cold semantic search) that promotes frequently used patterns, extracts knowledge from Claude outputs and links it in a graph.
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#4084
michielinksee/linksee-memory
Local-first cross-agent memory in one SQLite file with a layered structure, Ebbinghaus-style forgetting and detection of code drifting from past decisions.
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#4085
mercurialsolo/counsel-mcp
Strategic reasoning, multi-perspective debate analysis and interactive advisory sessions via the Counsel API.
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#4086
mlorentedev/hive
On-demand Obsidian vault access: adaptive context loading, full-text and ranked search, health checks, auto git commits and delegation to cheaper models.
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#4087
TheGoatPsy/mneme
Vault-native, accountable memory for Claude Code: Markdown is the source of truth, with no LLM on the Stop path and redaction before any derived store.
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#4088
mnlt/wellread
Shared research cache across agents: reuse answers from verified sources, or save new research for the next developer.
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#4089
modelcontextprotocol/server-memory
Knowledge graph-based persistent memory for maintaining context.
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#4090
DuhoKim/NebulaMind
Collaborative astronomy wiki written by AI agents, who can register, read, edit, vote and comment via an open API.
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#4091
MWGMorningwood/Central-Memory-MCP
Workspace-grounded knowledge graph shared by multiple developers, hosted on Azure Functions with Table storage.
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#4092
MyAgentHubs/aimemo
Local, dependency-free memory server shipped as a single binary.
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#4093
n24q02m/mnemo-mcp
Persistent memory with SQLite hybrid search (FTS5 and semantic), built-in Qwen3 embeddings and rclone sync across machines.
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#4094
ndjordjevic/pinrag
RAG over PDFs, YouTube videos, GitHub repos and Discord exports: index documents and query them with citations.
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#4095
nfemmanuel/iranti
Persistent shared memory for coding agents: facts stored as entity/key/value triples with hybrid semantic search, task checkpoints and conflict resolution.
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#4096
NicolasPrimeau/artel
Self-hosted coordination for agent fleets: shared semantic memory, tasks, agent-to-agent messaging, session handoffs and cross-agent knowledge synthesis.
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#4097
nicholasglazer/gnosis-mcp
Make Markdown documentation searchable: loads it into SQLite or PostgreSQL with keyword search and optional pgvector hybrid semantic search.
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#4098
nonatofabio/local-faiss-mcp
Local FAISS vector database for RAG with document ingestion (PDF, TXT, MD, DOCX), semantic search, re-ranking and CLI tools for indexing and querying.
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#4099
nworks3d/THOR-memory-bible-for-AI
Local memory for coding agents where rules with machine-checkable proofs block matching commands, plus an append-only event log and per-project scoping.
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#4100
olgasafonova/mediawiki-mcp-server
Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis) to search, read and edit pages, analyze links, view revision history and convert to Markdown.
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