POPULARITY RANK 01
Context7
OFFICIAL SERVERLets an assistant pull current, version-specific library documentation and code examples into its context
64kGitHub stars
828k/wknpm downloads
113popularity score
Knowledge and memory MCP servers
MCP servers that give an assistant memory across sessions or current documentation to read from.
99 servers, page 1 of 4.
Search capabilities in this directory
POPULARITY RANK 02
Claude-Mem
Persistent memory plugin for Claude Code and other coding agents, with MCP tools to search past sessions
114kGitHub stars
36k/wknpm downloads
107popularity score
POPULARITY RANK 03
RuVector MCP Server
OFFICIAL SERVERGives a coding agent local semantic memory, code analysis and routing tools from the RuVector vector database.
4.7kGitHub stars
250k/wknpm downloads
105popularity score
POPULARITY RANK 04
Notion MCP Server
OFFICIAL SERVERLets an assistant search, read and edit Notion pages, blocks, databases and comments through the Notion API.
4.7kGitHub stars
322k/wknpm downloads
104popularity score
POPULARITY RANK 05
Repomix
Lets an assistant pack a local or GitHub codebase into one AI-readable file, then read and search it.
29kGitHub stars
109k/wknpm downloads
104popularity score
POPULARITY RANK 06
code-review-graph
Local code graph that gives a coding assistant review context, blast radius and change risk.
33kGitHub stars
302k/moPyPI downloads
103popularity score
POPULARITY RANK 07
Context Mode
Keeps large tool output out of a coding agent's context by running it in a sandbox and indexing it locally.
34kGitHub stars
67k/wknpm downloads
103popularity score
POPULARITY RANK 08
QMD
Lets an assistant search and read your local markdown notes and docs with on-device hybrid search
31kGitHub stars
65k/wknpm downloads
102popularity score
POPULARITY RANK 09
ReactUse MCP
OFFICIAL SERVERLets a coding assistant look up, list and search the 110+ React hooks of the ReactUse library with their docs.
1.1kGitHub stars
761k/wknpm downloads
97popularity score
POPULARITY RANK 10
Nx MCP Server
OFFICIAL SERVERLets an assistant read an Nx monorepo's project graph, tasks, generators, docs and Nx Cloud CI results
1.4kGitHub stars
123k/wknpm downloads
90popularity score
POPULARITY RANK 11
Ruflo
Agent swarms with shared vector memory and task routing for Claude Code and other MCP clients
81kGitHub stars
87k/wknpm downloads
89popularity score
POPULARITY RANK 12
Engram
Gives coding agents a persistent, searchable project memory stored locally in SQLite
7.8kGitHub stars
5.7k/wknpm downloads
87popularity score
POPULARITY RANK 13
Repowise
Query an index of a repository's dependency graph, git history, docs and code health from a coding agent
8.1kGitHub stars
17k/moPyPI downloads
86popularity score
POPULARITY RANK 14
GitNexus
Code knowledge graph for coding agents: symbol context, change impact, call paths and renames.
48kGitHub stars
53k/wknpm downloads
86popularity score
POPULARITY RANK 15
OpenKnowledge
OFFICIAL SERVERLets an assistant search, write, edit and organise a local Markdown knowledge base
4.8kGitHub stars
15k/wknpm downloads
85popularity score
POPULARITY RANK 16
Zotero MCP
Search, read, annotate and add to a Zotero research library from an MCP client, locally or via the web API
5.8kGitHub stars
20k/moPyPI downloads
85popularity score
POPULARITY RANK 17
Korean Law MCP
Search and read Korean statutes, court rulings, ordinances and treaties from the government law database
2.8kGitHub stars
11k/wknpm downloads
84popularity score
POPULARITY RANK 18
Knip MCP Server
OFFICIAL SERVERLets a coding agent run Knip, read its docs and set up knip.json for a JavaScript or TypeScript project
13kGitHub stars
11k/wknpm downloads
83popularity score
POPULARITY RANK 19
MCPVault
Local stdio server for reading, searching and editing notes in an Obsidian vault on disk
1.7kGitHub stars
27k/wknpm downloads
82popularity score
POPULARITY RANK 20
Mantine MCP Server
OFFICIAL SERVERLets an assistant search and read the Mantine React component library documentation.
32kGitHub stars
10k/wknpm downloads
82popularity score
POPULARITY RANK 21
Screenpipe MCP Server
OFFICIAL SERVERLets an assistant search your recorded screen, audio transcripts and computer activity captured by screenpipe.
22kGitHub stars
8.5k/wknpm downloads
81popularity score
POPULARITY RANK 22
PraisonAI MCP
OFFICIAL SERVERExposes the PraisonAI agent framework's agents, memory, knowledge and model tools over MCP
9.3kGitHub stars
3.1k/moPyPI downloads
79popularity score
POPULARITY RANK 23
llmwiki
Builds a cited, interlinked wiki from your documents and serves evidence from it over local MCP
2.2kGitHub stars
4.2k/wknpm downloads
79popularity score
POPULARITY RANK 24
AgentDB
OFFICIAL SERVERGives an agent self-learning vector memory: store and search patterns, episodes, skills and causal links.
97GitHub stars
169k/wknpm downloads
79popularity score
POPULARITY RANK 25
agentmemory
Gives coding agents a persistent memory they can save to, search and share across sessions
30kGitHub stars
19k/wknpm downloads
78popularity score
POPULARITY RANK 26
codebase-memory-mcp
Builds a local graph of a codebase so an agent can query calls, routes, change impact and code.
48kGitHub stars
16k/wknpm downloads
77popularity score
POPULARITY RANK 27
deja-vu
Searchable local memory built from the session transcripts your coding agents already saved
1.4kGitHub stars
3.1k/wknpm downloads
76popularity score
POPULARITY RANK 28
pm-claude-skills
Serves a bundled library of about 1,300 markdown work skills and workflow recipes to MCP clients
1.5kGitHub stars
2.1k/wknpm downloads
75popularity score
POPULARITY RANK 29
Bike4Mind
OFFICIAL SERVERExposes a Bike4Mind account's notebooks, files, chat and audio generation to MCP clients
94GitHub stars
67k/wknpm downloads
75popularity score
POPULARITY RANK 30
Commonly MCP Server
OFFICIAL SERVERConnects a coding agent to a Commonly pod to chat, take on tasks and keep memory there
1.4kGitHub stars
4.9k/wknpm downloads
75popularity score