POPULARITY RANK 31
SiYuan MCP Server
OFFICIAL SERVERMCP endpoint built into the SiYuan note app for searching, reading and editing a workspace's notes
47kGitHub stars
74popularity score
Knowledge and memory MCP servers
MCP servers that give an assistant memory across sessions or current documentation to read from.
99 servers, page 2 of 4.
Search capabilities in this directory
POPULARITY RANK 32
Ref MCP
OFFICIAL SERVERDocumentation search and page reading for coding agents, backed by the Ref service
1.2kGitHub stars
1.1k/wknpm downloads
73popularity score
POPULARITY RANK 33
Busabase
OFFICIAL SERVERSelf-hosted shared workspace of tables, docs and skills that agents read and change through reviewed proposals
734GitHub stars
393/wknpm downloads
73popularity score
POPULARITY RANK 34
Memtrace
OFFICIAL SERVERLocal code graph with symbol history that coding agents query for search, impact and change tracking
511GitHub stars
1.6k/wknpm downloads
73popularity score
POPULARITY RANK 35
Agent Swarm
OFFICIAL SERVERSelf-hosted multi-agent orchestration API whose MCP endpoint hands tasks, memory and schedules to agents
1.0kGitHub stars
3.2k/wknpm downloads
72popularity score
POPULARITY RANK 36
graphify
Lets an assistant query a knowledge graph of a codebase and its docs instead of grepping through files
144kGitHub stars
72popularity score
POPULARITY RANK 37
agit
OFFICIAL SERVERSearch, read and save versioned coding-agent sessions stored on an AgentGit hub
413GitHub stars
2.7k/wknpm downloads
72popularity score
POPULARITY RANK 38
Chakra UI MCP Server
OFFICIAL SERVERGives an assistant Chakra UI component props, examples, theme tokens and v2-to-v3 migration help
41kGitHub stars
3.0k/wknpm downloads
72popularity score
POPULARITY RANK 39
Anytype MCP Server
OFFICIAL SERVERRead and edit Anytype spaces, objects, types and chats through the app's local API
537GitHub stars
1.6k/wknpm downloads
71popularity score
POPULARITY RANK 40
Token Optimizer MCP
Local stdio server that caches, diffs and compresses what a coding agent reads to cut context use
576GitHub stars
5.5k/wknpm downloads
71popularity score
POPULARITY RANK 41
codesight
Maps a codebase's routes, schema, env vars and import graph into compact context for coding assistants
1.4kGitHub stars
3.0k/wknpm downloads
71popularity score
POPULARITY RANK 42
obsidian-mcp-server
Read, search and edit notes, headings, tags and frontmatter in an Obsidian vault
702GitHub stars
7.7k/wknpm downloads
70popularity score
POPULARITY RANK 43
Memorix
Local project memory shared by coding agents, kept per Git repository in SQLite
915GitHub stars
1.1k/wknpm downloads
69popularity score
POPULARITY RANK 44
Hippo
Local long-term memory for coding agents, stored in SQLite and shared across agent tools
790GitHub stars
3.3k/wknpm downloads
69popularity score
POPULARITY RANK 45
Obsidian MCP
Reads and edits notes, folders and tags in local Obsidian vaults you name at startup
750GitHub stars
3.6k/wknpm downloads
68popularity score
POPULARITY RANK 46
MemPalace
Gives an assistant long-term memory: verbatim conversation storage with semantic search and a knowledge graph
60kGitHub stars
67popularity score
POPULARITY RANK 47
MCP Local RAG
Local semantic and keyword search over your own PDF, DOCX, Markdown and text files
428GitHub stars
4.1k/wknpm downloads
67popularity score
POPULARITY RANK 48
MisakaNet
Searchable store of past coding-agent failures and their fixes, looked up by error text
555GitHub stars
2.1k/wknpm downloads
67popularity score
POPULARITY RANK 49
OpenLore
Local code graph that gives coding agents task context and checks changes before they land
358GitHub stars
3.0k/wknpm downloads
67popularity score
POPULARITY RANK 50
Token Savior
Symbol-level code navigation, structural editing and cross-session memory for coding agents
1.2kGitHub stars
1.4k/moPyPI downloads
66popularity score
POPULARITY RANK 51
haiku.rag
Read-only search, reading and sandboxed analysis over your own indexed documents, with page-level citations
653GitHub stars
4.3k/moPyPI downloads
66popularity score
POPULARITY RANK 52
Context Hub
Lets a coding assistant search and fetch curated, versioned API docs and keep notes on them
14kGitHub stars
5.9k/wknpm downloads
66popularity score
POPULARITY RANK 53
AIWG
MCP access to AIWG's catalog of agents, skills, rules and templates, plus its project artifacts and CLI
229GitHub stars
8.7k/wknpm downloads
65popularity score
POPULARITY RANK 54
Remnic
Local, file-based long-term memory for coding agents and chat clients, served over HTTP MCP
232GitHub stars
6.6k/wknpm downloads
65popularity score
POPULARITY RANK 55
claude-real-video
Turns a video link or local file into keyframes and a timestamped transcript an assistant can read
2.3kGitHub stars
3.4k/moPyPI downloads
64popularity score
POPULARITY RANK 56
projectmem
Local per-repo memory for coding agents that flags files where earlier fixes failed
877GitHub stars
1.3k/moPyPI downloads
62popularity score
POPULARITY RANK 57
trace-mcp
Local code graph of a repository, queried over MCP for impact, call paths and context
202GitHub stars
3.8k/wknpm downloads
62popularity score
POPULARITY RANK 58
Signet
OFFICIAL SERVERLocal, shared memory for coding agents, with recall, a knowledge graph and cross-agent messaging over MCP
313GitHub stars
1.1k/wknpm downloads
62popularity score
POPULARITY RANK 59
IWE
OFFICIAL SERVERFolder of linked Markdown notes served as searchable, editable memory for coding and chat agents
1.8kGitHub stars
599/wknpm downloads
62popularity score
POPULARITY RANK 60
AFFiNE MCP Server
Read, write and organise AFFiNE workspaces, docs, databases and comments from an MCP client
323GitHub stars
1.1k/wknpm downloads
62popularity score