Multi Server Mcp Agent
БесплатноНе проверенMulti-server MCP-based AI agent with LangGraph, supporting tool-augmented reasoning, RAG (ChromaDB + Ollama embeddings), web search (Tavily), market data (Yahoo
Описание
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 .
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# (' 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
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# # =��� 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
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# # <�� 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 .
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# <��� 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 .
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# >��� 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
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# >��� 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
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# =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
- - -
# >��� 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 .
Установка Multi Server Mcp Agent
У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.
▸ github.com/Hosein541/multi-server-mcp-agentFAQ
Multi Server Mcp Agent MCP бесплатный?
Да, Multi Server Mcp Agent MCP бесплатный — установка в пару кликов через Unyly без оплаты.
Нужен ли API-ключ для Multi Server Mcp Agent?
Нет, Multi Server Mcp Agent работает без API-ключей и переменных окружения.
Multi Server Mcp Agent — hosted или self-hosted?
Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.
Как установить Multi Server Mcp Agent в Claude Desktop, Claude Code или Cursor?
Открой Multi Server Mcp Agent на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.
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