Multi Server Mcp Agent
FreeNot checkedMulti-server MCP-based AI agent with LangGraph, supporting tool-augmented reasoning, RAG (ChromaDB + Ollama embeddings), web search (Tavily), market data (Yahoo
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Multi-server MCP-based AI agent with LangGraph, supporting tool-augmented reasoning, RAG (ChromaDB + Ollama embeddings), web search (Tavily), market data (Yahoo Finance), weather APIs, and a modular multi-server architecture.
README
��# =� M u l t i - S e r v e r M C P A g e n t
A p r o d u c t i o n - s t y l 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 y s t e m t h a t d e m o n s t r a t e s h o w t o b u i l d a m o d u l a r A I a g e n t c a p a b l e o f o r c h e s t r a t i n g m u l t i p l e s p e c i a l i z e d s e r v e r s t h r o u g h a s i n g l e i n t e l l i g e n t c l i e n t .
T h e s y s t e m i n t e g r a t e s t o o l - b a s e d r e a s o n i n g , R A G , w e b s e a r c h , f i n a n c i a l d a t a , w e a t h e r A P I s , a n d m a t h e m a t i c a l c o m p u t a t i o n u n d e r a u n i f i e d a g e n t p o w e r e d b y L a n g G r a p h a n d G e m i n i .
- - -
# (' K e y F e a t u r e s
>��� M u l t i - S e r v e r M C P A r c h i t e c t u r e
>�� L a n g G r a p h R e A c t A g e n t w i t h T o o l C a l l i n g
=ج� P e r s i s t e n t C o n v e r s a t i o n M e m o r y ( C h e c k p o i n t e r )
=�� M u l t i - s t e p T o o l C h a i n i n g
�& S t r e a m i n g R e s p o n s e s
<ب� R i c h C L I I n t e r f a c e w i t h T o o l T r a c i n g
- - -
# # =��� R e t r i e v a l - A u g m e n t e d G e n e r a t i o n ( R A G )
L o c a l d o c u m e n t - b a s e d k n o w l e d g e s y s t e m
B u i l t u s i n g L a n g C h a i n + C h r o m a D B
E m b e d d i n g s p o w e r e d b y O l l a m a ( e m b e d d i n g g e m m a )
S e m a n t i c r e t r i e v a l o v e r m u l t i p l e k n o w l e d g e c o l l e c t i o n s
H y b r i d i n g e s t i o n p i p e l i n e w i t h c r a w l i n g + P D F p a r s i n g
- - -
# # <�� W e b S e a r c h
R e a l - t i m e w e b s e a r c h u s i n g T a v i l y A P I
U s e d f o r u p - t o - d a t e i n f o r m a t i o n r e t r i e v a l
I n t e g r a t e d a s M C P t o o l f o r d y n a m i c r e a s o n i n g
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# # =��� M a r k e t D a t a S e r v e r
P o w e r e d b y Y a h o o F i n a n c e ( y f i n a n c e )
T o o l s :
s e a r c h _ s y m b o l
g e t _ m a r k e t _ d a t a
g e t _ h i s t o r i c a l _ d a t a
S u p p o r t s s t o c k a n a l y s i s , h i s t o r i c a l c o m p a r i s o n s , a n d t i c k e r r e s o l u t i o n .
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# # <�&� W e a t h e r S e r v e r
* B u i l t w i t h * * O p e n - M e t e o A P I * *
* P r o v i d e s :
* C u r r e n t w e a t h e r
* F o r e c a s t d a t a
* H i s t o r i c a l w e a t h e r a n a l y s i s
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# # >��� M a t h S e r v e r ( E x t e n d e d T o o l S e t )
A f u l l - f e a t u r e d m a t h e m a t i c a l c o m p u t a t i o n s e r v e r s u p p o r t i n g :
a d d
s u b t r a c t
m u l t i p l y
d i v i d e
p o w e r
s q r t
f a c t o r i a l
U s e d a s a d e t e r m i n i s t i c r e a s o n i n g t o o l f o r a r i t h m e t i c a n d s y m b o l i c o p e r a t i o n s .
- - -
# <��� A r c h i t e c t u r e
t e x t + - - - - - - - - - - - - - - - - - - - - - - + | A I C l i e n t ( C L I ) | | L a n g G r a p h + G e m i n i | + - - - - - - - - - - + - - - - - - - - - - - + | M C P P r o t o c o l | - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - | | | | | | �% �% �% �% �% �% M a t h M a r k e t W e a t h e r S e a r c h R A G ( T o o l s ) S e r v e r S e r v e r S e r v e r S e r v e r S e r v e r
E a c h s e r v e r i s f u l l y i n d e p e n d e n t a n d c o m m u n i c a t e s v i a t h e M C P p r o t o c o l .
- - -
# >��� R A G P i p e l i n e D e t a i l s
T h e r e t r i e v a l s y s t e m i s b u i l t u s i n g :
>��� O l l a m a E m b e d d i n g s
M o d e l : e m b e d d i n g g e m m a
=��� V e c t o r D a t a b a s e :
C h r o m a D B ( p e r s i s t e n t s t o r a g e )
=��� D o c u m e n t S o u r c e s :
P D F f i l e s
C r a w l e d w e b d o c u m e n t s
=�
� R e t r i e v a l :
S e m a n t i c s i m i l a r i t y s e a r c h o v e r c h u n k s
M u l t i - c o l l e c t i o n s u p p o r t
- - -
# >��� T e c h S t a c k
P y t h o n 3 . 1 1 +
M C P ( M o d e l C o n t e x t P r o t o c o l )
L a n g G r a p h
L a n g C h a i n
G o o g l e G e m i n i
O l l a m a ( E m b e d d i n g G e m m a )
C h r o m a D B
T a v i l y S e a r c h A P I
Y a h o o F i n a n c e
O p e n - M e t e o A P I
R i c h ( C L I U I )
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# =��� P r o j e c t S t r u c t u r e
t e x t m u l t i - s e r v e r - m c p - a g e n t / % % % c l i e n t . p y % % % i n g e s t . p y % % % c r a w l . p y % % % . e n v % % % % k n o w l e d g e _ b a s e / % % % v e c t o r _ d b / % % % % s e r v e r s / % % % % m a t h _ s e r v e r . p y % % % % m a r k e t _ s e r v e r . p y % % % % w e a t h e r _ s e r v e r . p y % % % % s e a r c h _ s e r v e r . p y % % % % r a g _ s e r v e r . p y % % % % u t i l s / % % % c l i . p y
- - -
# =� I n s t a l l a t i o n
b a s h g i t c l o n e h t t p s : / / g i t h u b . c o m / H o s e i n 5 4 1 / m u l t i - s e r v e r - m c p - a g e n t . g i t c d m u l t i - s e r v e r - m c p - a g e n t p o e t r y i n s t a l l
- - -
# =�� E n v i r o n m e n t V a r i a b l e s
t e x t G O O G L E _ A P I _ K E Y = . . . T A V I L Y _ A P I _ K E Y = . . .
- - -
# �%� R u n n i n g t h e P r o j e c t
b a s h p o e t r y r u n p y t h o n c l i e n t . p y
- - -
# =ء� E x a m p l e Q u e r i e s
t e x t C o m p a r e T e s l a a n d A p p l e s t o c k o v e r t h e l a s t m o n t h . W h a t i s t h e w e a t h e r i n T o k y o t o m o r r o w ? S o l v e f a c t o r i a l o f 1 0 . S e a r c h l a t e s t A I n e w s . E x p l a i n M o d e l C o n t e x t P r o t o c o l . S u m m a r i z e r e t r i e v e d d o c u m e n t s a b o u t L a n g C h a i n .
- - -
# =�.� F u t u r e I m p r o v e m e n t s
M u l t i - a g e n t o r c h e s t r a t i o n l a y e r
T o o l r a n k i n g / r e r a n k i n g ( R o u t e r m o d e l )
D i s t r i b u t e d M C P s e r v e r s
D o c k e r i z e d d e p l o y m e n t
L a n g S m i t h o b s e r v a b i l i t y
W e b U I ( S t r e a m l i t / R e a c t )
A u t h e n t i c a t i o n l a y e r f o r M C P s e r v e r s
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# >��� W h a t M a k e s T h i s P r o j e c t S p e c i a l
T h i s p r o j e c t d e m o n s t r a t e s a r e a l - w o r l d i m p l e m e n t a t i o n o f :
M o d u l a r A I s y s t e m s u s i n g M C P
T o o l - a u g m e n t e d L L M r e a s o n i n g
R e t r i e v a l - a u g m e n t e d g e n e r a t i o n w i t h l o c a l e m b e d d i n g s
M u l t i - s t e p a g e n t e x e c u t i o n
R e a l - t i m e t o o l o r c h e s t r a t i o n
P r o d u c t i o n - s t y l e A I s y s t e m d e s i g n
I t i s n o t j u s t a d e m o i t i s a b l u e p r i n t f o r b u i l d i n g s c a l a b l e A I a g e n t s y s t e m s .
Installing Multi Server Mcp Agent
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/Hosein541/multi-server-mcp-agentFAQ
Is Multi Server Mcp Agent MCP free?
Yes, Multi Server Mcp Agent MCP is free — one-click install via Unyly at no cost.
Does Multi Server Mcp Agent need an API key?
No, Multi Server Mcp Agent runs without API keys or environment variables.
Is Multi Server Mcp Agent hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install Multi Server Mcp Agent in Claude Desktop, Claude Code or Cursor?
Open Multi Server Mcp Agent on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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