MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2301
ldclabs
KIP Claim
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable…
B 78 54 90 68 N/A 49 83 89
2302
MushroomFleet
UNO-MCP Claim
Unified Narrative Operator MCP server — AI-powered prose expansion, repetition …
B 78 54 86 60 N/A 48 95 94
2303
deifos
Model Context Protocol server that enables AI assistants to query and analyze p…
B 78 54 90 70 22 95 96
2304
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2305
WiseriaAI
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 78 54 76 61 N/A 59 92 98
2306
apetta
Diagrams Claim
A local/remote MCP server for generating infrastructure and architecture diagra…
B 78 55 72 87 N/A 59 81 87
2307
bkotos
Todoist MCP Server Claim
Provides Todoist task management capabilities to AI assistants through the Mode…
B 78 54 84 63 N/A 49 95 93
2308
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2309
symgraph
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
B 78 55 86 61 62 84 95
2310
shiehn
REAPER MCP Server Claim 2
A Model Context Protocol server that exposes REAPER digital audio workstation f…
B 78 55 81 82 47 81 92
2311
shinpr
mcp-local-rag Claim 1
Easy-to-setup local RAG server with minimal configuration
B 78 54 100 35 N/A 85 82 92
2312
ofershap
devutils Claim
Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.
B 78 54 66 65 N/A 64 94 100
2313
sonatype
Sonatype component intelligence: versions, security analysis, and Trust Score r…
B 78 66 84 70 95 28 81 93
2314
livehybrid
splunk-mcp Claim
A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natur…
B 78 55 90 63 55 80 98
2315
nirholas
Crypto Market Data Claim
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
B 78 55 90 50 N/A 64 83 99
2316
kristofer84
Enables secure read-only access to PostgreSQL databases, allowing users to list…
B 78 55 100 58 51 77 93
2317
GongRzhe
Redis Claim 2
Provides access to Redis databases. This server enables LLMs to interact with R…
B 78 55 96 63 41 78 99
2318
scalekit-inc
Model Context Protocol authentication demos - AI assistant integration examples
B 78 54 80 70 N/A 42 92 100
2319
preflight-dev
preflight Claim
24-tool MCP server for Claude Code that catches vague prompts before they waste…
B 78 54 76 56 N/A 83 89 92
2320
packetnomad
Provides access to Linear's issue tracking system through a standardized Model …
B 78 55 92 68 41 82 94
2321
gluip
chart-canvas Claim
Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…
B 78 54 90 56 N/A 44 95 95
2322
nicholasglazer
Gnosis MCP Claim
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
B 78 54 88 41 N/A 73 95 92
2323
bilims
mcp-sqlserver Claim
A Model Context Protocol (MCP) server that enables AI agents to interact with M…
B 78 55 86 68 46 81 100
2324
vinny1575
Custom version of vibecheck
B 78 55 96 53 61 81 95
2325
PaulieB14
MCP server that lets AI agents search the substreams.dev package registry.
B 78 55 82 62 72 82 92
2326
domdomegg
Downdetector Claim
Check service status and outage information via Downdetector.
B 78 55 78 100 N/A 66 95 42
2327
meicanhong
Enable AI assistants to perform real-time web searches using Exa's powerful sea…
B 78 55 88 72 N/A 47 80 93
2328
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
2329
davidhariri
Provides access to real-time LLM pricing, speed metrics, and performance benchm…
B 78 55 90 71 45 82 94
2330
nikitacometa
mnemon-mcp Claim
Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-clo…
B 78 54 72 73 N/A 72 78 95
2331
Zabaca
Pane Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
B 78 54 90 70 N/A 26 95 96
2332
sanderkooger
An MCP server implementation that provides tools for retrieving and processing …
B 78 55 79 63 79 78 96
2333
alex1092
Enables integration with Up Banking API to query account balances, transaction …
B 78 55 90 65 44 81 100
2334
neonwatty
Enables tracking food intake and nutrition using the USDA FoodData Central data…
B 78 55 90 63 53 81 97
2335
kspatel29
mcptool Claim
A drop-in MCP proxy that aggregates multiple backend servers into two meta-tool…
B 78 55 94 58 53 83 96
2336
louis030195
easy-obsidian-mcp Claim
Interact with Obsidian vaults for knowledge management. Create, read, update, a…
B 78 54 72 77 N/A 54 92 89
2337
sureshsankaran
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
B 78 54 94 65 N/A 27 90 100
2338
samihalawa
Send and manage emails effortlessly with our server. Utilize multiple SMTP conf…
B 78 54 96 67 N/A 26 89 99
2339
xiyuefox
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
B 78 55 96 66 41 81 94
2340
buildswithpaul
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with …
B 78 54 88 43 N/A 81 90 90
2341
tspspi
MCP Files Claim 1
Provides a secure, constrained filesystem workspace for LLM agents to manage fi…
B 78 54 72 72 N/A 60 92 92
2342
ThirdGuard
Etherscan Tools Claim 1
Access Ethereum blockchain data effortlessly. Check balances, view transaction …
B 78 55 94 62 N/A 43 82 100
2343
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2344
Aegis-AI-Cooperative
mcp-toolselect Claim 2
An MCP server that recommends specific tools for tasks by learning from usage p…
B 78 44 71 N/A N/A 42 95 96
2345
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2346
moltobene-studio
Manages agent certification by tracking trust scores, capabilities, and test re…
B 78 55 90 62 47 82 100
2347
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
2348
bhandzo
MCPOSprint Claim 1
An MCP server that enables users to print markdown tasklists, Notion tasks with…
B 78 55 69 82 N/A 50 90 93
2349
runablehq
mobile-mcp Claim
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
B 78 54 66 66 N/A 63 95 99
2350
jae-jae
fetcher-mcp Claim 1
MCP server for fetching web page content using Playwright headless browser, sup…
B 78 54 75 60 N/A 68 90 96
Showing 2301–2350 of 30006 servers
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