MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24009
Scored
1218
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13301
ShresthaAnkit
MCP Server Claim
Integrate your applications with real-world data and tools seamlessly. Access f…
C 58 54 36 35 N/A 24 95 98
13302
chenm1xuexi
Feifei Proxy MCP Claim
A service that converts existing MCP protocols (stdio/sse) to streamable\_http …
C 58 54 60 31 N/A 26 95 70
13303
yixiaowang2001
Enables interaction with Bilibili (B站) platform through API and web scraping. S…
C 58 55 60 31 21 81 91
13304
sharmaratnesh
A basic MCP server implementation using the FastMCP framework that provides uti…
C 58 54 54 17 N/A 21 95 100
13305
datastax
astra-db Claim 1
An MCP server for Astra DB workloads
C 58 64 35 65 0 72 94 98
13306
im-knots
the-academy Claim
A Socratic dialogue engine for AI agents.
C 58 64 92 30 0 42 90 91
13307
Jameswlepage
A Model Context Protocol server that provides AI assistants with comprehensive …
C 58 64 77 51 0 24 95 95
13308
theonlypal
Voice Loop MCP Claim
Enables hands-free voice conversations with Claude using real-time speech recog…
C 58 54 54 23 N/A 24 95 88
13309
agoda-com
api-agent Claim
Universal MCP server for GraphQL/REST APIs
C 58 64 86 33 0 60 90 84
13310
zcrossoverz
upwork-mcp Claim 1
A Model Context Protocol server that enables AI agents to search, analyze, and …
C 58 55 79 0 35 78 96
13311
kukapay
crypto-stocks-mcp Claim 1
An MCP server that tracks real-time data for major crypto-related stocks.
C 58 55 45 25 38 83 100
13312
BigVik193
Browse and manage Reddit posts, comments, and threads. Fetch user activity, exp…
C 58 66 66 70 0 29 80 99
13313
rhuanca
Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vec…
C 58 54 42 31 N/A 27 95 92
13314
hesreallyhim
IsItDown MCP Server Claim 1
An MCP server that allows users to check if a website is experiencing downtime …
C 58 55 49 26 41 81 96
13315
sajal2692
Enables seamless integration with Weaviate vector databases, providing tools fo…
C 58 66 72 43 0 60 81 96
13316
peterj
An MCP server that enables Git repository operations and GitHub PR workflows, a…
C 58 55 55 36 23 81 91
13317
ryaker
appstore-connect-mcp Claim 3
MCP server for Apple Store Connect API integration with OAuth authentication su…
C 58 64 85 66 0 45 50 99
13318
thijssmudde
AgentReacher Claim 1
Connect your AI to social media. Open-source platform for AI agents.
C 58 55 64 0 79 81 75
13319
smatiolids
Astra MCP Server Claim
Enables interaction with DataStax Astra DB through the Model Context Protocol. …
C 58 55 72 58 71 81 4
13320
ch1nhpd
An MCP server that integrates various penetration testing tools, enabling secur…
C 58 54 59 26 N/A 16 95 88
13321
JudiniLabs
Enables seamless interaction with public or private code graphs from DeepGraph …
C 58 66 72 36 0 73 81 94
13322
2re1million
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
C 58 66 72 75 0 19 82 90
13323
ddkang1
MCP Think Claim 1
A Model Context Protocol server that provides AI assistants like Claude with a …
C 58 55 45 20 54 81 97
13324
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
13325 C 58 54 42 46 N/A 20 95 81
13326
WhenjaySun
MCP Time Server Claim
Provides current time information with support for multiple IANA timezones, def…
C 58 55 48 35 24 81 100
13327
ken19990709
TAPD MCP Server Claim
Integrates with the Tencent Agile Product Development (TAPD) platform to manage…
C 58 55 68 40 30 81 61
13328
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
13329
liangjunyu2010
A server that provides access to Baidu Cloud's content moderation capabilities …
C 58 55 56 35 39 81 76
13330
Sunwood-ai-labs
Iris MCP Server Claim 2
A Model Context Protocol server that automatically generates structured release…
C 58 55 57 100 22 81 14
13331
haripriyagullipalli
Provides real-time TBC Bank development standards compliance checking and code …
C 58 55 48 36 26 81 100
13332
hongfanmeng
Enables users to manage and interact with a bookstore through natural language,…
C 58 55 42 40 26 81 100
13333
YuheiNakasaka
A server that provides tools for performing basic arithmetic operations (additi…
C 58 55 48 82 N/A 20 95 33
13334
Michael-Obele
Provides AI assistants with real-time access to official Tauri documentation fr…
C 58 66 84 53 0 38 81 91
13335
ferrants
A starter template for building MCP servers in Python using the streamable HTTP…
C 58 55 54 32 19 83 100
13336
didlawowo
datadog Claim
provide access to monitor and cluster logs from datadog
C 58 55 54 43 28 78 81
13337
hedera-dev
A Model Context Protocol server that enables interactions with the Hedera netwo…
C 58 55 39 52 25 71 100
13338
microagents
MCP Weather Free Claim 1
An MCP server that provides real-time weather data, hourly forecasts, and daily…
C 58 55 47 30 39 83 92
13339
Stevekaplanai
Intelligently optimizes and enhances user prompts before execution using patter…
C 58 66 78 67 0 26 81 87
13340
mhyrr
SketchupMCP Claim 1
Connects Sketchup to Claude AI through the Model Context Protocol, allowing Cla…
C 58 55 68 28 29 74 83
13341
EscasanN
Enables interaction with live Pokémon data through PokeAPI, providing comprehen…
C 58 55 72 65 23 81 35
13342
Linell
Grimoire Claim
Provides D\&D 5e spell information through search and filtering tools. Access d…
C 58 66 74 60 0 39 81 96
13343
burningion
Geoapify MCP Server Claim 1
Converts addresses to GPS coordinates and creates map visualizations using the …
C 58 55 60 32 19 81 92
13344
douglasqsantos
A minimal Model Context Protocol server that facilitates network-based client c…
C 58 55 50 17 48 83 100
13345
billumi
A tutorial-based MCP server that fetches real-time weather data from the OpenWe…
C 58 55 56 17 42 80 96
13346
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
13347
ericlistin
Provides audio feedback by playing sound effects when Cursor AI completes code …
C 58 54 54 25 N/A 22 95 88
13348
pratham-svg
A Model Context Protocol server that requires user authentication via Auth0 bef…
C 58 55 33 68 18 81 88
13349
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
13350
picahq
mcp Claim 1
A Model Context Protocol Server for Pica
C 58 66 41 76 0 76 74 96
Showing 13301–13350 of 33332 servers
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