MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2401
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
2402
CryptoAPIs-io
mcp-blockchain-events Claim 2
MCP server for subscribing to and managing on-chain event webhooks via Crypto A…
B 78 64 81 76 94 37 83 85
2403
nstrayer
Enables AI assistants to execute predefined developer commands and manage long-…
B 78 54 100 53 N/A 39 95 88
2404
AbdelStark
Enables AI models to interact with the Lightning Network by providing an MCP-co…
B 78 55 92 68 37 80 100
2405
symgraph
IDAssistMCP Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
B 78 54 80 57 N/A 62 94 93
2406
Dicklesworthstone
ultimate_mcp_server Claim 1
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-pr…
B 78 55 81 75 N/A 45 81 98
2407
invidtiv
MCP Scrcpy Vision Claim 1
Provides AI agents with real-time vision and control over Android devices throu…
B 78 55 72 82 N/A 46 95 88
2408
07freedom
M-Team MCP Server Claim
Enables AI assistants to interact with the M-Team private torrent tracker API f…
B 78 55 68 82 68 80 95
2409
johncarlo177
BlenderMCP Claim 1
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 78 55 66 82 N/A 43 95 99
2410
devload
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
B 78 55 100 68 26 81 97
2411
farukgaric
SpinupWP MCP Server Claim 1
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
B 78 55 90 68 48 78 100
2412
phxdev1
archy Claim
archy
B 78 55 84 71 49 81 98
2413
jeswin
Enables remote file system operations (read/write files, manage directories, se…
B 78 55 90 72 47 81 93
2414
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
2415
khughitt
A Model Context Protocol server that allows displaying messages via polybar sta…
B 78 55 69 100 N/A 32 95 80
2416
wrbtc
Bitcoin wallet intelligence: labels, trust scores, transactions, fees. L402 + x…
B 78 66 67 86 96 33 81 95
2417
vishwajeetdabholkar
Extracts clean markdown content from web pages using Playwright, automatically …
B 78 55 90 100 N/A 23 95 58
2418
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
2419
Tanush1912
Mnemos Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
B 78 54 94 57 N/A 40 90 98
2420
DynamicDeals
gunsnation Claim 2
MCP server for real-time access to the Gunsnation firearms catalog and specific…
B 78 44 79 N/A N/A 48 83 96
2421
moltobene-studio
Manages agent certification by tracking trust scores, capabilities, and test re…
B 78 55 90 62 47 82 100
2422
tornikegomareli
Provides advanced system monitoring and file search capabilities for macOS, all…
B 78 55 100 100 N/A 44 95 30
2423
OnboardedInc
Onboarded MCP Server Claim 2
Enables AI assistants to interact with the Onboarded platform through automatic…
B 78 54 92 72 N/A 30 92 90
2424
LRxDarkDevil
Brawl Stars MCP Claim
Provides AI assistants with access to real-time Brawl Stars game data including…
B 78 55 72 68 69 81 100
2425
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 55 92 68 65 76 85
2426
sureshsankaran
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
B 78 54 94 65 N/A 27 90 100
2427
Mnehmos
IndexFoundry MCP Claim
Creates deterministic, auditable vector databases from any content source with …
B 78 55 92 60 55 81 98
2428
markusvankempen
IBM Maximo Claim 1
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
B 78 55 94 83 N/A 70 78 56
2429
cprice70
amazonads-mcp Claim 1
MCP server for Amazon Ads API - manage campaigns, keywords, bids, and performan…
B 78 55 79 100 N/A 53 75 73
2430
K-Dense-AI
claude-skills-mcp Claim
Intelligent search capabilities to let every model and client use [Claude Agent…
B 78 55 94 58 64 80 92
2431
parallax-labs
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
B 78 54 90 30 N/A 82 94 96
2432
msdanyg
Enables semantic search and knowledge graph exploration of Obsidian vaults usin…
B 78 54 94 60 N/A 43 92 92
2433
CryptoAPIs-io
mcp-broadcast Claim 2
MCP server for broadcasting signed raw transactions to multiple blockchains via…
B 78 64 81 76 92 37 83 90
2434
juanlarreapm
Strava MCP Server Claim 1
Integrates with the Strava API to allow AI assistants to access fitness data in…
B 78 55 90 61 48 82 100
2435
Anil-appari007
Jenkins MCP Server Claim
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
B 78 55 92 68 46 80 97
2436
robobobby
mcp-nordic Claim 1
Provides access to a suite of Nordic data tools covering Danish business record…
B 78 55 90 75 30 83 96
2437
joe-watkins
aria-mcp Claim 1
Provides comprehensive access to the W3C WAI-ARIA specification for querying ro…
B 78 55 94 70 34 83 97
2438
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
2439
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
2440
thhart
Log MCP Server Claim 1
Enables AI assistants to automatically inspect and analyze application runtime …
B 78 55 84 91 N/A 69 95 45
2441
SaptaDey
Enable advanced AI reasoning workflows using graph-based thought representation…
B 78 54 94 58 N/A 37 95 93
2442
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
2443
Nipurn123
DuckDuckGo MCP Server Claim 1
A free and unlimited web search server that enables AI models to search, crawl,…
B 78 55 94 62 48 80 100
2444
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
2445
GodisinHisHeaven
Enables interaction with USCardForum, a Discourse-based community for US credit…
B 78 55 72 100 29 81 97
2446
DriftOS
DriftOS MCP Server Claim
Enables intelligent semantic conversation routing that automatically branches, …
B 78 55 78 100 24 81 92
2447
Jrigada
foundry-zksync Claim
Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era developm…
B 78 54 72 72 N/A 55 92 94
2448
hexitex
MCP Backup Server Claim
A specialized server that provides backup and restoration capabilities for AI a…
B 78 55 90 62 50 81 100
2449
nguyenanhducs
fpl-mcp-server Claim 1
An MCP server that provides Fantasy Premier League analysis and strategy tools.
B 78 54 63 65 N/A 81 94 94
2450
agentic-community
openapi-to-mcp Claim
Transform OpenAPI specifications into production-ready MCP servers with AI-po…
B 78 54 100 43 N/A 54 95 88
Showing 2401–2450 of 44526 servers
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