MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7201
vinodismyname
redshift-utils-mcp Claim
redshift-utils-mcp
B 71 55 88 33 63 81 90
7202
RyotaOzawa0
An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensiv…
B 71 55 69 71 44 82 83
7203
tomek7667
mcp-ctftime Claim
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
B 71 55 60 61 58 81 96
7204
cphoskins
cronometer Claim 2
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
B 71 55 45 74 N/A 65 83 94
7205
jonradoff
chessmata Claim
Chessmata: chess game for humans and AI agents
B 71 54 68 43 N/A 51 92 99
7206
standardbeagle
Brummer MCP Server Claim
Allows external tools (VSCode, Claude Code, etc.) to access log output and erro…
B 71 55 86 41 51 81 91
7207
datdeboer
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
B 71 55 78 61 27 81 96
7208
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 55 90 56 23 80 92
7209
ramuzes
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
B 71 55 71 66 40 76 95
7210
rakshitha2207
Integrates with Spotify Web API through the Model Context Protocol, allowing us…
B 71 55 72 71 21 80 99
7211
michalnaka
A Model Context Protocol server that enables downloading and parsing Substack p…
B 71 55 75 100 N/A 22 95 45
7212
realugbun
AgentExecMPC Claim
A FastMCP server that enables AI agents to safely execute shell commands, run c…
B 71 55 78 67 27 81 91
7213
IvanRublev
keyphrases-mcp Claim 1
An MCP server to extract keyphrases from a text with the BERT model
B 71 54 53 63 N/A 56 95 91
7214
kentaroajisaka
labor-law-mcp Claim
Provides access to Japanese labor and social insurance laws and administrative …
B 71 54 60 65 55 94 77
7215
twolven
Puppeteer MCP Server Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 71 54 75 56 N/A 36 82 100
7216
angrysky56
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
B 71 55 90 31 49 80 100
7217
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
7218
praveenc
MCP Server Builder Claim
Provides searchable access to official MCP protocol specification and FastMCP f…
B 71 55 60 60 65 81 92
7219
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 55 56 82 43 81 90
7220
rezo8
Enables searching and retrieving Datadog logs through the Model Context Protoco…
B 71 55 84 68 27 74 87
7221
MCPJam
A production-ready template for building MCP servers on Cloudflare Workers that…
B 71 55 78 58 32 81 98
7222
CoderGamester
mcp-unity Claim 1
MCP Server for Unity3d Game Engine integration for game development
B 71 54 73 33 N/A 69 95 87
7223
tcsenpai
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
B 71 55 94 36 44 81 95
7224
mansurjisan
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
B 71 54 80 32 N/A 54 92 95
7225
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 55 78 68 26 81 89
7226
funsjanssen
Faker MCP Server Claim
Generates realistic mock data using Faker.js for database seeding, API testing,…
B 71 55 90 82 50 81 38
7227
akalaric
MCP_WolframAlpha Claim
MCP\_WolframAlpha
B 71 55 72 50 57 81 97
7228
yasg1988
MCP Rosreestr Claim
Enables retrieval of Russian real estate cadastral data including coordinates, …
B 71 55 84 63 39 81 75
7229
TykTechnologies
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
B 71 55 92 82 64 81 23
7230
whataboutyou-ai
mcp-eunomia Claim 1
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
B 71 54 66 56 N/A 41 95 94
7231
Activi-AI
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
B 71 55 78 60 33 80 96
7232
johnjjung
Vitally MCP Server Claim 1
An MCP server that provides access to Vitally customer data, allowing users to …
B 71 55 69 66 36 76 100
7233
adexltd
MCP Google Suite Claim 3
A Model Context Protocol server that provides seamless integration with Google …
B 71 55 63 100 62 82 40
7234
focus-digital
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
B 71 54 74 58 N/A 27 95 90
7235
yanmxa
OCM MCP Server Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 54 70 68 N/A 23 95 89
7236
AlanTaranti
Enables AI assistants to search Slack messages and channels using the Slack Web…
B 71 55 84 60 32 81 87
7237
howiehuang220-star
Enables AI assistants to deploy and manage static websites directly through Edg…
B 71 55 88 56 27 82 91
7238
patch-ridermg48
Provides advanced cryptocurrency and stock market analysis using TradingView da…
B 71 55 54 82 49 81 87
7239
vvarp
openapi-slice-mcp Claim
B 71 54 66 38 N/A 64 92 98
7240
runwayml
Enables AI video and image generation through the Runway API. Supports video ge…
B 71 55 54 82 49 81 85
7241
timkulbaev
mcp-linkedin Claim 1
LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…
B 71 55 63 58 64 80 94
7242
abdqum
Manage Supabase projects end to end across database, auth, storage, and realtim…
B 70 54 86 41 N/A 29 95 88
7243
theSharque
mcp-architector Claim 1
MCP server for architecture and system design. Store and manage project archite…
B 70 55 65 100 N/A 37 95 39
7244
flagify-com
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
B 70 55 90 40 50 81 85
7245
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7246
PlayAINetwork
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
B 70 55 60 71 44 82 91
7247
desamtralized
A Model Context Protocol server that enables remote management of Android devic…
B 70 55 63 100 N/A 41 95 38
7248
ryanjoachim
mcp-batchit Claim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduce…
B 70 54 72 67 N/A 24 90 86
7249
Saurabhsing21
Literature MCP Claim 1
A specialized MCP server that provides a structured interface to the Europe PMC…
B 70 55 58 61 57 83 91
7250
samihalawa
A comprehensive MCP server providing Claude with full access to Brevo's marketi…
B 70 55 90 62 28 80 74
Showing 7201–7250 of 67197 servers
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