Knowledge Server
FreeNot checkedA remote MCP server that indexes Markdown knowledge from GitHub into Cloudflare KV, enabling AI assistants to perform fast keyword searches and retrieve documen
About
A remote MCP server that indexes Markdown knowledge from GitHub into Cloudflare KV, enabling AI assistants to perform fast keyword searches and retrieve documents with low latency.
README
��# M C P K n o w l e d g e S e r v e r
A p r o d u c t i o n - r e a d y R e m o t e M o d e l C o n t e x t P r o t o c o l ( M C P ) S e r v e r b u i l t w i t h C l o u d f l a r e W o r k e r s t h a t p r o v i d e s A I a s s i s t a n t s w i t h f a s t , s t r u c t u r e d , r e a d - o n l y a c c e s s t o M a r k d o w n k n o w l e d g e s t o r e d i n G i t H u b .
I n s t e a d o f s e a r c h i n g r a w M a r k d o w n f i l e s o n e v e r y r e q u e s t , t h e s e r v e r i n d e x e s d o c u m e n t m e t a d a t a i n t o C l o u d f l a r e K V , e n a b l i n g l o w - l a t e n c y r e t r i e v a l w h i l e k e e p i n g h o s t i n g c o s t s m i n i m a l .
- - -
# # F e a t u r e s
- R e m o t e M C P S e r v e r
- C l o u d f l a r e W o r k e r s d e p l o y m e n t
- G i t H u b - b a c k e d k n o w l e d g e b a s e
- M u l t i - p r o f i l e i s o l a t i o n
- C o m p a n y
- P e r s o n a l
- F r e e l a n c e
- M e t a d a t a i n d e x i n g
- K V c a c h i n g
- S t a t e l e s s a r c h i t e c t u r e
- F a s t k e y w o r d s e a r c h
- M a r k d o w n d o c u m e n t r e t r i e v a l
- B e a r e r t o k e n a u t h e n t i c a t i o n
- C r o n - b a s e d i n d e x r e b u i l d i n g
- M a n u a l r e i n d e x s u p p o r t
- - -
# # A r c h i t e c t u r e
G i t H u b R e p o s i t o r y c o m p a n y / p e r s o n a l / f r e e l a n c e / % �% m a n i f e s t . j s o n % �% C l o u d f l a r e W o r k e r % % % % % % % % % % % % %4% % % % % % % % % % % %% % % S e a r c h I n d e x D o c u m e n t F e t c h % % �% �% C l o u d f l a r e K V G i t H u b R a w F i l e s % �% M C P C l i e n t ( C u r s o r / C l a u d e / V S C o d e )
- - -
# # K n o w l e d g e S t r u c t u r e
c o m p a n y / p r o j e c t s / s k i l l s / g l o s s a r y / a r c h i t e c t u r e / t r o u b l e s h o o t i n g / m a n i f e s t . j s o n p e r s o n a l / . . . f r e e l a n c e / . . .
E v e r y M a r k d o w n d o c u m e n t c o n t a i n s s t r u c t u r e d f r o n t m a t t e r :
y a m l - - - i d : p r o j e c t - m c p t i t l e : M C P K n o w l e d g e S e r v e r t y p e : p r o j e c t t a g s : - m c p - c l o u d f l a r e k e y w o r d s : - r e t r i e v a l - m a r k d o w n s u m m a r y : R e m o t e M C P s e r v e r p o w e r e d b y C l o u d f l a r e W o r k e r s . p r i o r i t y : 1 u p d a t e d _ a t : 2 0 2 6 - 0 7 - 0 1 - - -
- - -
# # M C P T o o l s
# # # l i s t _ p r o f i l e s
R e t u r n s a l l a v a i l a b l e k n o w l e d g e p r o f i l e s .
c o m p a n y p e r s o n a l f r e e l a n c e
- - -
# # # s e a r c h _ k n o w l e d g e
S e a r c h m e t a d a t a a c r o s s a s e l e c t e d p r o f i l e .
E x a m p l e :
j s o n { " p r o f i l e " : " p e r s o n a l " , " q u e r y " : " c l o u d f l a r e w o r k e r s " , " l i m i t " : 5 }
R e t u r n s
- t i t l e
- s u m m a r y
- t a g s
- r e l a t e d d o c u m e n t s
- c o n f i d e n c e
- d o c u m e n t i d
- - -
# # # g e t _ d o c u m e n t
R e t r i e v e t h e c o m p l e t e M a r k d o w n d o c u m e n t .
j s o n { " p r o f i l e " : " c o m p a n y " , " i d " : " p r o j - m c p - s e r v e r " }
- - -
# # # r e i n d e x _ p r o f i l e
R e b u i l d t h e s e a r c h i n d e x f r o m t h e l a t e s t G i t H u b m a n i f e s t .
- - -
# # W h y M e t a d a t a I n d e x i n g ?
S e a r c h i n g r a w M a r k d o w n f o r e v e r y r e q u e s t q u i c k l y b e c o m e s e x p e n s i v e .
I n s t e a d :
M a r k d o w n F i l e s % �% m a n i f e s t . j s o n % �% M e t a d a t a I n d e x % �% C l o u d f l a r e K V % �% I n s t a n t S e a r c h
O n l y t h e r e q u e s t e d d o c u m e n t i s f e t c h e d f r o m G i t H u b .
- - -
# # T e c h S t a c k
- C l o u d f l a r e W o r k e r s
- M o d e l C o n t e x t P r o t o c o l ( M C P )
- C l o u d f l a r e K V
- T y p e S c r i p t
- Z o d
- G i t H u b R a w C o n t e n t
- W r a n g l e r
- G i t H u b A c t i o n s
- - -
# # P r o j e c t S t r u c t u r e
s r c / % % % c a c h e / % % % f e t c h e r / % % % i n d e x e r / % % % m c p / % % % % t o o l s / % % % % s e r v e r . t s % % % r e g i s t r y / % % % t y p e s . t s % % % i n d e x . t s
- - -
# # L o c a l D e v e l o p m e n t
b a s h p n p m i n s t a l l w r a n g l e r d e v
I n s p e c t t h e s e r v e r :
b a s h n p x @ m o d e l c o n t e x t p r o t o c o l / i n s p e c t o r
- - -
# # D e p l o y m e n t
b a s h w r a n g l e r d e p l o y
- - -
# # S e c u r i t y
T h e s e r v e r u s e s B e a r e r T o k e n a u t h e n t i c a t i o n .
h t t p A u t h o r i z a t i o n : B e a r e r < T O K E N >
- - -
# # R o a d m a p
# # # V e r s i o n 1
- M e t a d a t a i n d e x i n g
- G i t H u b i n t e g r a t i o n
- K V c a c h e
- M C P t o o l s
- P r o f i l e i s o l a t i o n
# # # V e r s i o n 2
- V e c t o r S e a r c h
- S e m a n t i c s e a r c h
- O A u t h
- M u l t i - u s e r s u p p o r t
- R e l a t i o n s h i p g r a p h
- F u z z y s e a r c h
- - -
# # D e s i g n G o a l s
- F a s t
- S t a t e l e s s
- L o w - c o s t
- P r o d u c t i o n - r e a d y
- E a s y t o m a i n t a i n
- A I - f r i e n d l y
- C l o u d - n a t i v e
- - -
Installing Knowledge Server
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/Ashish5jha/mcp-knowledge-serverFAQ
Is Knowledge Server MCP free?
Yes, Knowledge Server MCP is free — one-click install via Unyly at no cost.
Does Knowledge Server need an API key?
No, Knowledge Server runs without API keys or environment variables.
Is Knowledge Server hosted or self-hosted?
A hosted option is available: Unyly runs the server in the cloud, no local setup required.
How do I install Knowledge Server in Claude Desktop, Claude Code or Cursor?
Open Knowledge Server on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
Related MCPs
GitHub
PRs, issues, code search, CI status
by GitHubFilesystem
Secure file operations with configurable access controls.
Memory
Knowledge graph-based persistent memory system.
Template MCP Server
A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure
by mcpdotdirectCompare Knowledge Server with
Not sure what to pick?
Find your stack in 60 seconds
Author?
Embed badge for your README
Browse similar
All development MCPs