MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6751
acxelerator
mcp-tenki Claim
Get weather of Japan
B 71 55 44 82 N/A 50 95 85
6752
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 54 86 38 N/A 28 95 97
6753
7gugu
ZIP-MCP Claim 1
An MCP tool that provides AI with the ability to compress and decompress local …
B 71 55 78 82 N/A 49 90 44
6754
gabrielrojasnyc
HR MCP Server Claim 1
A Model Context Protocol server that enables Claude Desktop to access structure…
B 71 54 69 58 N/A 45 92 85
6755
yunusj
Provides security assessment methodology, tool documentation, and step-by-step …
B 71 55 56 72 50 81 94
6756
el95149
Enables AI assistants to search for files and content across the file system us…
B 71 54 76 58 N/A 49 95 68
6757
M-Gonzalo
Provides curated documentation access via the Gemini API, enabling users to que…
B 71 55 90 60 23 80 87
6758
CLOUDWERX-DEV
GPT Image 1 MCP Claim 1
A Model Context Protocol server that enables generating and editing images usin…
B 71 55 69 72 46 81 82
6759
precariat365
A MCP-based intelligent customer service system that provides smart Q\&A, human…
B 71 55 80 60 41 81 85
6760
Elkhn
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model C…
B 71 54 84 41 N/A 27 95 99
6761
mandresyandri
Geocode BAN MCP Claim
This MCP server enables geocoding of French addresses using the official Base A…
B 71 55 90 55 24 82 91
6762
pr0methevs
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
B 71 55 86 50 24 81 100
6763
PinataCloud
Pinata MCP Claim 2
Provides Claude with access to Pinata's API, allowing it to interact with both …
B 71 55 60 100 56 80 54
6764
anggakawa
A read-only MCP server that provides AI assistants with structured access to So…
B 71 55 80 55 30 83 100
6765
NFTGo
NFTGo MCP Server Claim
Provides access to NFTGo's Developer API for retrieving NFT collection details,…
B 71 55 84 65 27 78 90
6766
cyanmage
A collection of Python-based Model Context Protocol servers that extend AI assi…
B 71 54 60 63 N/A 39 90 100
6767
cloakllm
Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and r…
B 71 54 72 33 N/A 74 90 92
6768
espressif
esp-rainmaker-mcp Claim 1
Official Espressif MCP Server to manage and control ESP RainMaker Devices.
B 71 55 86 46 41 82 90
6769
EmilLindfors
mcp Claim 1
A crate for making MCP (Model Context Protocol) compatible programs with rust
B 71 54 72 68 N/A 24 90 89
6770
knight0zh
MSSQL MCP Server Claim 2
A Model Context Protocol server that enables executing SQL queries and managing…
B 71 55 69 100 52 81 44
6771
BACH-AI-Tools
MCP Google Maps Claim
Provides access to Google Maps API functionality including places search, geoco…
B 71 55 78 62 32 81 93
6772
FireKickerton
Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant wit…
B 71 55 78 63 22 81 100
6773
manishamishraacc
A server that provides browser automation capabilities using Playwright, enabli…
B 71 55 84 43 51 81 94
6774
BACH-AI-Tools
Biztoc MCP Server Claim 1
An MCP server that provides access to the Biztoc API for retrieving latest busi…
B 71 55 41 100 45 81 87
6775
amidvidy
Anki MCP Server Claim
Provides tools for managing Anki decks, notes, and note types via the Model Con…
B 71 54 72 60 N/A 28 89 99
6776
JayArrowz
OSRS MCP Server Claim
Enables interaction with Old School RuneScape game data and Wiki through the Mo…
B 71 55 74 100 44 81 43
6777
kevingduck
A local server that enables Google's Gemini AI to safely read, write, and list …
B 71 54 90 45 N/A 16 90 100
6778
rajnaveen344
LSP Tools MCP Server Claim 2
A Model Context Protocol server that provides tools to find regex pattern posit…
B 71 54 65 57 N/A 40 95 92
6779
huntkil
An MCP (Model Context Protocol) server for efficiently managing Markdown docume…
B 71 54 80 51 N/A 18 95 99
6780
PraveenJoshua23
A Model Context Protocol server that connects to a payments company's developer…
B 71 54 69 61 N/A 26 92 99
6781
tobioffice
Enables AI assistants to convert LaTeX source code into professionally formatte…
B 71 54 78 51 N/A 21 95 100
6782
multiversx
MultiversX MCP Server Claim 1
Enables interaction with the MultiversX blockchain, allowing users to create wa…
B 71 55 62 100 N/A 29 100 49
6783
hamid-vakilzadeh
XBRL-US MCP Server Claim
Provides secure access to XBRL-US financial data with session-based authenticat…
B 71 55 72 71 28 81 92
6784
jerkovicl
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 71 55 72 58 40 81 100
6785
srafi26
MCP Server Claim 1
A Model Context Protocol server implementation that provides basic utility tool…
B 71 55 75 100 N/A 23 95 40
6786
matthiashuebner
Enables integration with Xentral ERP system through a Model Context Protocol se…
B 71 55 78 72 21 81 90
6787
efikuta
Transforms YouTube into a queryable knowledge source with search, video details…
B 71 55 84 63 25 81 91
6788
takeachangs
Strudel MCP Server Claim 1
Enables AI assistants to work with Strudel live coding patterns for music creat…
B 71 55 68 62 46 82 92
6789
Fastops-ai
Enables users to collect, search, and retrieve product feedback and full conver…
B 71 55 84 57 29 80 92
6790
emit-ia
Enables extraction and processing of YouTube video transcripts from individual …
B 71 55 78 58 26 82 100
6791
ChristophEnglisch
MCP server implementation for Keycloak user management. Enables AI-powered admi…
B 71 55 79 57 N/A 39 81 91
6792
luquitared
A starter template for building Model Context Protocol servers that can integra…
B 71 55 54 100 N/A 23 95 68
6793
Kavishankarks
A Model Context Protocol server that enables Claude Desktop to perform file ope…
B 71 55 69 91 N/A 42 95 44
6794
cyborgx0x
mcp-docmost Claim 2
An MCP server for the Docmost documentation platform that enables managing page…
B 71 55 63 65 45 80 100
6795
gmacev
An MCP server that extends AI agents' context window by providing tools to stor…
B 71 55 63 71 44 81 92
6796
Dustyposa
A high-performance server for analyzing GitHub user starred repositories, provi…
B 71 55 62 73 39 82 93
6797
businessarchi
N8N MCP Server Claim 1
Enables management of multiple N8N workflow automation instances through MCP. S…
B 71 55 78 62 27 80 99
6798
shanksxz
Enables AI models to access GitHub repository contents as context, with feature…
B 71 55 66 67 43 81 93
6799
rebots-online
A fork of the Neo4j Model Context Protocol server that enables interaction with…
B 71 55 84 62 23 81 90
6800
joshuadanpeterson
An intelligent server that transforms local Dash documentation into a context-a…
B 71 55 94 74 N/A 33 95 38
Showing 6751–6800 of 58579 servers
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