MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2251
packetnomad
Provides access to Linear's issue tracking system through a standardized Model …
B 78 55 92 68 41 82 94
2252
AbdelStark
Enables AI models to interact with the Lightning Network by providing an MCP-co…
B 78 55 92 68 37 80 100
2253
jerryliu816
GlassCloud Claim
A cloud relay server that bridges the GlassBridge smart glasses app with Google…
B 78 55 90 63 50 80 98
2254
CryptoAPIs-io
mcp-contracts Claim 2
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
B 78 66 81 76 94 42 74 89
2255
pjueon
PromptBoard Claim
A shared whiteboard server that enables users to provide visual context to AI a…
B 78 55 84 56 69 82 100
2256
MCPJam
inspector Claim
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP ap…
B 78 55 78 62 N/A 71 82 97
2257
MCP-Hive
mcp-hive-proxy Claim
MCP Hive is a gateway to paid commercial-grade MCP servers. Learn more at https…
B 78 54 84 67 N/A 50 95 86
2258
YimingYAN
fivetran-mcp Claim 1
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
B 78 55 67 82 N/A 63 77 100
2259
iceener
Tesla MCP Server Claim
Enables control and monitoring of Tesla vehicles through the Tessie API, provid…
B 78 55 96 71 29 81 97
2260
varunneal
Spotify MCP Server Claim
A server that connects Claude with Spotify, allowing users to control playback,…
B 78 54 78 67 N/A 55 92 96
2261
nguyenanhducs
Enables AI assistants to analyze Fantasy Premier League data, providing tools f…
B 78 54 63 65 81 94 94
2262
cleburn
aegis-mcp Claim
Runtime governance enforcement for AI agents. Zero token overhead.
B 78 54 84 63 N/A 57 88 96
2263
permission-protocol
mcp-guard Claim
MCP middleware that blocks dangerous AI agent actions using a simple YAML config
B 78 44 78 N/A N/A 37 95 93
2264
cexll
BMAD-MCP Claim 1
Orchestrates complete agile development workflows from product requirements to …
B 78 55 90 100 N/A 25 95 58
2265
xiaobenyang-com
calculator Claim 1
A fully functional calculator server based on Model Context Protocol (MCP), pro…
B 78 64 78 80 84 45 95 78
2266
hqn21
An MCP server that enables MCP clients like Claude Desktop to interact with dat…
B 78 55 72 70 N/A 72 81 97
2267
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
B 78 55 72 82 76 81 77
2268
druellan
Fathom-Simple-MCP Claim
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (me…
B 78 54 82 68 N/A 47 95 92
2269
saikiyusuke
alog-mcp Claim 1
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
B 78 55 94 66 45 82 93
2270
yonaka15
mcp-pyodide Claim
A Pyodide server for executing Python code by Large Language Models (LLMs) via …
B 78 54 90 60 N/A 41 95 94
2271
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 55 100 58 51 77 93
2272
bradcstevens
Enables interaction with Microsoft Copilot Studio Agents directly from VS Code …
B 78 55 84 68 54 81 98
2273
nsxdavid
ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…
B 78 55 60 71 87 82 100
2274
ferryzhao-eng
leiga-mcp-server-test Claim 1
B 78 54 78 71 N/A 44 90 98
2275
nearai
NEAR MCP Claim
Interact with the NEAR blockchain through MCP calls
B 78 55 86 58 76 78 95
2276
scalekit-inc
Model Context Protocol authentication demos - AI assistant integration examples
B 78 54 80 70 N/A 42 92 100
2277
corbat-tech
coding-standards Claim
AI coding standards that enforce production-grade code with DDD, SOLID, TDD gua…
B 78 55 46 100 N/A 55 95 93
2278
falgom4
Enables AI assistants to manage Google Calendar through natural language intera…
B 78 54 84 68 N/A 37 95 98
2279
tas1337
Enables AI agents to discover and order food from multiple delivery services (D…
B 78 54 90 66 N/A 45 90 91
2280
Cyreslab-AI
MarineTraffic MCP Server
B 78 55 84 75 40 81 99
2281
MarcusJellinghaus
MCP File System Server: A secure Model Context Protocol server that provides fi…
B 78 54 84 41 N/A 71 95 99
2282
kdoooh000h
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
B 78 54 90 63 N/A 43 90 92
2283
cablate
Enables comprehensive calendar management with capabilities to create, list, up…
B 78 55 92 63 51 80 98
2284
JediLuke
Provides Firefox browser automation capabilities through Playwright, allowing c…
B 78 55 96 82 N/A 56 95 48
2285
kgNatx
Mockups MPC Claim
A self-hosted MCP server and gallery for AI-generated mockups, enabling AI tool…
B 78 55 76 60 76 82 97
2286
pulsemcp
vercel Claim 2
MCP server for Vercel — manage deployments and view build and runtime applicati…
B 78 54 86 72 N/A 76 69 88
2287
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 55 73 100 N/A 50 75 84
2288
Kaina3
Debug-MCP Claim
Enables AI assistants to perform interactive Python debugging with breakpoints,…
B 78 54 92 53 N/A 50 95 94
2289
itsOmSarraf
Provides real-time access to Pyth Network's decentralized oracle price feeds ac…
B 78 55 100 62 40 81 93
2290
hummbl-dev
HUMMBL MCP Server Claim 2
Provides access to the HUMMBL Base120 framework of 120 validated mental models …
B 78 55 72 82 78 81 80
2291
rsmdt
multimodal Claim 2
Multi-provider media generation — images, video, audio, and transcription via a…
B 78 55 82 100 N/A 76 58 73
2292
AIYA861202
Figma MCP Server Claim
Enables AI assistants like Cursor to interact with Figma designs programmatical…
B 78 54 78 67 N/A 42 95 100
2293
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2294
jerfowler
Enables Claude to coordinate multiple specialized AI agents by creating tasks, …
B 78 54 96 32 N/A 78 90 98
2295
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 55 92 68 65 76 85
2296
emgeee
MCP Ollama Server Claim 1
MCP Ollama server integrates Ollama models with MCP clients, allowing users to …
B 78 55 64 82 N/A 43 95 98
2297
livehybrid
splunk-mcp Claim
A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natur…
B 78 55 90 63 55 80 98
2298
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2299
CryptoAPIs-io
mcp-block-data Claim 1
MCP server for retrieving block-level data from EVM, UTXO, and XRP blockchains …
B 78 66 81 76 94 42 74 91
2300
saucelabs
sauce-api-mcp Claim
An open-source MCP server that provides LLM access to the Sauce Labs API
B 78 54 74 66 N/A 68 87 95
Showing 2251–2300 of 67181 servers
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