MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13251
SpaceStation09
Provide a data feed of Blockbeats RSS to large language models, enabling them t…
C 58 54 52 27 N/A 13 95 95
13252
agoda-com
API Agent Claim
Turn any API into an MCP server. Query in English. Get results—even when the AP…
C 58 64 86 33 0 60 90 84
13253
NguyenHuynhPhuVinh
GachaMCP Claim
A Python MCP server that helps AI interact with Gacha games through screenshot …
C 58 54 54 28 N/A 18 95 89
13254
laptou
An MCP server that provides AI tools with access to Rust documentation from doc…
C 58 55 39 60 23 80 83
13255
TanukiMCP
Provides AI agents with simplified task management through a 4-step workflow (c…
C 58 55 66 25 25 81 85
13256
ryuichi1208
FastMCP Claim
A lightweight Model Context Protocol server that enables creating, managing, an…
C 58 55 60 30 18 81 96
13257
ryft-io
IcebergMCP Claim 1
An MCP server that enables natural language interaction with Apache Iceberg dat…
C 58 54 45 22 N/A 46 90 91
13258
yuv24793
weather Claim 1
An MCP server that provides weather information.
C 58 54 41 36 N/A 22 95 93
13259
kvas-it
This server provides an interface for performing basic file system operations s…
C 58 54 56 30 N/A 21 82 98
13260
mayur11235
A testing environment for MCP server setup and client-server interactions, allo…
C 58 54 50 20 N/A 22 95 99
13261
StepanCooleague
file-finder-mcp Claim 2
A MCP server that allows searching for files in the filesystem based on path fr…
C 58 54 63 56 N/A 20 92 46
13262
jalaj-pandey
A Python-based tool that streamlines social media tasks by enabling users to po…
C 58 55 54 41 16 81 90
13263
avivshafir
ZeroBounce MCP Server Claim 1
A Model Context Protocol server that allows interaction with the ZeroBounce ema…
C 58 55 53 31 23 81 99
13264
derikfernandes
Enables access to Brazil's Central Bank (BCB) Open Data API for payment methods…
C 58 66 84 47 0 44 81 90
13265
AriaScarlet132
Agent Data Bridge Claim 1
An MCP server that provides data bridging from Spring Boot interfaces and a lig…
C 58 55 33 65 29 81 81
13266
brkhrdt
tidbits-memory Claim
Enables AI agents to record and rank learnings, facts, and methods through a co…
C 58 55 62 22 27 83 90
13267
NoOne-hub
JS Reverse MCP Claim 1
An MCP server for JavaScript reverse engineering that enables AI to perform bro…
C 58 54 63 25 N/A 80 92 34
13268
kasathur
Connects AI agents to energy infrastructure with 30+ tools for managing sites, …
C 58 66 66 70 0 55 70 93
13269
llanterme
Analyzes API codebases from GitHub and Bitbucket repositories to generate Postm…
C 58 66 86 36 0 47 81 100
13270
TheTailorRetailored
LaTeX MCP Server Claim
A server that enables compilation of LaTeX documents to PDF and management of r…
C 58 55 66 33 18 80 86
13271
eduresser
sqlite-mcp Claim 1
An MCP server that enables AI agents to interact with SQLite databases by query…
C 58 55 61 0 64 76 96
13272
SupenBysz
Gitea MCP Tool Claim 1
Enables AI assistants to interact with Gitea repositories through intelligent t…
C 58 66 78 55 0 51 82 83
13273
jkang8
mcp-obsidian Claim 1
An MCP server that enables AI assistants to interact with Obsidian vaults by pr…
C 58 54 33 35 N/A 30 95 97
13274
Shameerpc5029
Enables Claude to interact with Google Calendar through natural conversation, a…
C 58 55 54 36 22 81 92
13275
kukapay
An MCP server that tracks Ethereum’s validator activation and exit queues in re…
C 58 55 45 27 41 83 100
13276
nicknochnack
A server that integrates trained Random Forest models with Bee Framework, enabl…
C 58 54 56 30 N/A 26 95 80
13277
Sreedeep-SS
An MCP server that enables AI assistants to access up-to-date documentation for…
C 58 55 41 41 40 81 89
13278
BACH-AI-Tools
Ioc Search MCP Server Claim 1
Enables comprehensive threat analysis for Indicators of Compromise (IoCs) inclu…
C 58 55 54 60 45 78 48
13279
mhyrr
SketchupMCP Claim 1
Connects Sketchup to Claude AI through the Model Context Protocol, allowing Cla…
C 58 55 68 28 29 74 83
13280
nikhilcherry
Provides comprehensive financial data and insights for companies listed on BSE …
C 58 66 70 66 0 27 81 100
13281
sharmaratnesh
A basic MCP server implementation using the FastMCP framework that provides uti…
C 58 54 54 17 N/A 21 95 100
13282
ken19990709
TAPD MCP Server Claim
Integrates with the Tencent Agile Product Development (TAPD) platform to manage…
C 58 55 68 40 30 81 61
13283
ish-joshi
A minimal server for controlling Canon cameras remotely via the Canon Camera Co…
C 58 54 54 36 N/A 16 89 89
13284
wonnyboi
A Model Context Protocol server that helps collect and structure project portfo…
C 58 55 59 25 25 80 95
13285
a-ddollar-cs
An educational example demonstrating how to build MCP servers in Python using F…
C 58 54 48 22 N/A 29 95 98
13286
richarda23
An MCP server that provides tools for querying the Edinburgh Festivals API to r…
C 58 55 57 18 46 81 91
13287
zk-armor
Jina AI MCP Server Claim
Provides access to Jina AI's Search Foundation APIs for embeddings, web search,…
C 58 66 66 68 0 41 81 92
13288
picahq
mcp Claim 1
A Model Context Protocol Server for Pica
C 58 66 41 76 0 76 74 96
13289
JudiniLabs
Enables seamless interaction with public or private code graphs from DeepGraph …
C 58 66 72 36 0 73 81 94
13290
jincai
RootData MCP Server Claim 1
A Model Context Protocol server that allows AI assistants like Claude to direct…
C 58 54 41 41 N/A 19 92 94
13291
rvkrishna13
A conversational AI server that enables users to search Wikipedia and retrieve …
C 58 54 44 38 N/A 18 95 89
13292
chrishayuk
MCP Time Server Claim 1
A Python microservice that provides utilities for retrieving current times and …
C 58 55 54 74 46 82 27
13293
AndreaRettaroli
Enables AI agents to autonomously request services from other specialized agent…
C 58 55 62 33 25 81 81
13294
johnneerdael
Cursor MCP Server Claim 1
Acts as a bridge between Claude's desktop application and the Cursor editor, en…
C 58 66 78 58 0 41 80 87
13295
yvain13
Enables interaction with ServiceNow CMDB tables through a Model Context Protoco…
C 58 54 56 33 N/A 16 95 85
13296
leewnsdud
Garmin Connect MCP Claim 1
A Model Context Protocol server that integrates Garmin Connect data with LLMs t…
C 58 55 39 46 27 82 98
13297
joeyheath65
A customizable, production-ready template for building Model Context Protocol s…
C 58 55 60 33 22 81 90
13298
ethereumfollowprotocol
ETHID MCP Server Claim
Provides comprehensive access to the Ethereum Follow Protocol (EFP) API, enabli…
C 58 66 72 60 0 49 82 89
13299
kickflow
Enables interaction with the kickflow workflow management API through MCP, supp…
C 58 66 50 65 0 80 80 87
13300
kukapay
bitcoin-utxo-mcp Claim 1
An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and bloc…
C 58 55 45 27 38 83 100
Showing 13251–13300 of 57160 servers
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