MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8601
tracymacding
StarRocks MCP Server ⚡ Claim 1
An implementation of the Model Context Protocol that provides AI clients with i…
C 68 5⁄5 ◉ ⏳ 84 100 — 29 81 26
8602
Yonsn76
Spotify MCP Server ⚡ Claim 1
Enables AI assistants to control Spotify playback, search for music, manage pla…
C 68 5⁄5 ◉ ⏳ 48 100 N/A 29 89 65
8603
lumile
Access MercadoLibre's API to search products, retrieve reviews, and check selle…
C 68 5⁄5 ◉ ⏳ 78 75 N/A 42 95 37
8604
poly-mcp
Transforms Blender into an MCP server with 50+ tools for AI-driven 3D workflows…
C 68 5⁄4 ◉ ⏳ 90 26 N/A 42 95 82
8605
hyperb1iss
lucidity-mcp ⚡ Claim
Enhance AI-generated code quality through intelligent, prompt-based analysis ac…
C 68 5⁄4 ◉ ⏳ 70 40 N/A 47 90 91
8606
giovannicocco
An MCP server that generates AI agent tools from Postman collections and reques…
C 68 5⁄5 ◉ ⏳ 69 57 — 40 81 86
8607
oculairmedia
Tandoor MCP Server ⚡ Claim
Enables interaction with the Tandoor Recipe Manager via the Model Context Proto…
C 68 5⁄5 ◉ ⏳ 70 65 — 35 76 86
8608
matbanik
Desktop text workbench + MCP server: 22+ text processing tools for AI assistants
C 68 5⁄4 ◉ ⏳ 60 41 N/A 70 90 85
8609
mybolide
mcp-probe-kit ⚡ Claim
AI-Powered Development Toolkit with 21 tools for code quality, project manageme…
C 68 5⁄5 ◉ ⏳ 90 51 N/A 85 82 31
8610
sweet8413-spec
A starter project for quickly building Model Context Protocol servers using Typ…
C 68 5⁄5 ◉ ⏳ 66 100 N/A 30 95 33
8611
mharnett
Bing Ads MCP Server ⚡ Claim 3
Production-grade MCP server for Microsoft Advertising (Bing Ads) API. Enables C…
C 68 5⁄4 ◉ ⏳ 63 63 — 50 63 99
8612
Vanshika-Rana
Provides AI assistants with access to Payman's documentation, helping developer…
C 68 5⁄5 ◉ ⏳ 66 100 N/A 16 95 44
8613
josemiteba
Enables vulnerability analysis by querying CVE data through the CIRCL API and p…
C 68 5⁄5 ◉ ⏳ 72 62 — 21 81 94
8614
SongT-50
Korean wholesale agriculture market data - auction prices, seasonal produce, ma…
C 68 6⁄6 ◉ ⏳ 96 66 50 47 78 57
8615
danhussey
An MCP service for interacting with Transport NSW's API that enables users to f…
C 68 5⁄5 ◉ ⏳ 84 37 — 47 80 86
8616
stv-io
A containerized Model Context Protocol server that enables using natural langua…
C 68 5⁄4 ◉ ⏳ 78 36 N/A 39 89 93
8617
gxjansen
Transistor ⚡ Claim
Interact with the Transistor.fm API to manage podcasts and episodes.
C 68 6⁄4 ◉ ⏳ 90 73 0 47 95 99
8618
Raydius
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
C 68 5⁄5 ◉ ⏳ 60 45 — 62 81 94
8619
yetidevworks
An open-source alternative to BrowserMCP that enables AI assistants to interact…
C 68 5⁄4 ◉ ⏳ 78 17 N/A 51 95 100
8620
chidvilas1234
Enables safe file system operations including reading, writing, updating, and d…
C 68 5⁄4 ◉ ⏳ 78 41 N/A 22 90 100
8621
NimbleBrainInc
Bash MCP Server ⚡ Claim 1
An MCP server that enables the execution of arbitrary bash commands and returns…
C 68 5⁄5 ◉ ⏳ 59 58 — 63 69 94
8622
HelicopterHelicopter
Outline MCP Server ⚡ Claim 2
An MCP server that enables reading, writing, and searching documents in Outline…
C 68 5⁄5 ◉ ⏳ 63 63 — 23 82 99
8623
johannesPettersson80
CODESYS MCP Toolkit ⚡ Claim 2
A Model Context Protocol server that enables seamless interaction between MCP c…
C 68 5⁄4 ◉ ⏳ 63 31 N/A 69 90 93
8624
bowwowxx
Enables seamless integration between MCP-compatible clients (like LM Studio) an…
C 68 5⁄5 ◉ ⏳ 76 57 — 18 81 95
8625
terrakube-io
Terrakube MCP Server ⚡ Claim 1
A Model Context Protocol server that enables managing Terrakube infrastructure …
C 68 5⁄5 ◉ ⏳ 53 60 — 46 81 100
8626
AerialByte
mcp-netcoredbg ⚡ Claim 2
An MCP server that enables AI agents to debug .NET applications using netcoredb…
C 68 5⁄4 ◉ ⏳ 51 58 N/A 49 89 92
8627
JesseHenson
test-mcp ⚡ Claim
C 68 5⁄4 ◉ ⏳ 56 55 N/A 29 94 100
8628
realwigu
mcp-doctor ⚡ Claim
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
C 68 5⁄5 ◉ ⏳ 72 25 N/A 72 80 100
8629
amazon-mq
RabbitMQ MCP Server ⚡ Claim 1
Enables AI agents to manage RabbitMQ message brokers through admin APIs, suppor…
C 68 5⁄4 ◉ ⏳ 41 45 — 75 95 96
8630
Three-Little-Birds
Flappy MCP Server ⚡ Claim
Enables running avian flight dynamics simulations through the Flappy simulator.…
C 68 5⁄5 ◉ ⏳ 54 70 N/A 49 95 69
8631
nicholmikey
An MCP server that provides tools for interacting with Chrome through its DevTo…
C 68 5⁄5 ◉ ⏳ 57 62 — 43 81 97
8632
logos-42
Enables blockchain payment operations across multiple networks including Base, …
C 68 5⁄5 ◉ ⏳ 84 91 — 44 81 21
8633
matty-v
Exposes Google Sheets as queryable database tables with operations to list shee…
C 68 5⁄5 ◉ ⏳ 54 68 — 32 81 100
8634
rayenamer
MCP Chat ⚡ Claim
A command-line interface application that enables interactive chat with AI mode…
C 68 5⁄4 ◉ ⏳ 66 50 N/A 21 95 100
8635
jermeyyy
Gradle MCP Server ⚡ Claim
Enables interaction with Gradle projects through the Gradle Wrapper, allowing u…
C 68 5⁄4 ◉ ⏳ 72 31 N/A 49 90 97
8636
thirdstrandstudio
XPath Server ⚡ Claim 1
Execute XPath queries on XML and HTML content effortlessly. Fetch and query dat…
C 68 5⁄5 ◉ ⏳ 71 50 N/A 44 81 92
8637
hoangdn3
Provides access to OpenRouter.ai's diverse model ecosystem for text chat and im…
C 68 5⁄5 ◉ ⏳ 60 70 — 33 81 92
8638
rijkvanzanten
Directus MCP Server ⚡ Claim 1
A Model Context Protocol server that allows AI tools to connect to and interact…
C 68 5⁄5 ◉ ⏳ 59 57 — 49 81 96
8639
Tytt
Enables AI assistants to manage Zentao bugs, requirements, and test cases throu…
C 68 5⁄5 ◉ ⏳ 72 66 — 34 76 83
8640
zengxiaolou
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
C 68 5⁄4 ◉ ⏳ 54 58 N/A 40 95 92
8641
block
Xcode Index MCP ⚡ Claim
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
C 68 5⁄4 ◉ ⏳ 60 38 N/A 50 95 96
8642
july090
MCP Knowledge Base ⚡ Claim
A local knowledge base system based on ChromaDB that supports automatic chunkin…
C 68 5⁄4 ◉ ⏳ 78 33 N/A 36 92 96
8643
ancoleman
Enables context-aware semantic search across codebases using Qdrant vector data…
C 68 5⁄5 ◉ ⏳ 78 33 — 46 82 99
8644
z23cc
Kagi MCP Server ⚡ Claim 1
Enables integration with Kagi search engine services including web search, cont…
C 68 5⁄5 ◉ ⏳ 66 75 — 21 76 89
8645
johnreitano
An MCP server that provides simple query capabilities for Google Cloud Datastor…
C 68 5⁄5 ◉ ⏳ 71 56 — 22 82 99
8646
miekxd
Provides LLMs with full PostgreSQL database access, including tools for query e…
C 68 5⁄5 ◉ ⏳ 72 42 — 40 81 100
8647
cuongdev
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
C 68 5⁄5 ◉ ⏳ 85 58 — 25 82 75
8648
solana-foundation
A simple MCP server implementation that provides AI models with basic Solana RP…
C 68 5⁄5 ◉ ⏳ 68 53 — 43 81 91
8649
mrgoonie
Todo MCP Server Claim 1
A Model Context Protocol server for managing todo lists and items with advanced…
C 68 5⁄4 ◉ ⏳ 59 60 N/A 19 95 99
8650
carlosarmenta75
Enables CRUD operations and schema exploration on Microsoft Dataverse databases…
C 68 5⁄5 ◉ ⏳ 78 50 — 27 76 99
Showing 8601–8650 of 69070 servers
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