MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3351
BACH-AI-Tools
Provides tools to search and retrieve news across various categories including …
B 76 55 56 100 45 78 95
3352
alfonsograziano
node-code-sandbox-mcp Claim 1
A Node.js MCP server that spins up isolated Docker-based sandboxes for executin…
B 76 54 90 61 N/A 48 87 88
3353
Logos-Parthenos-AI
MCP-LinkedIn Claim
Dynamic tools to automate tasks on LinkedIn website.
B 76 55 88 63 45 81 96
3354
fringemonkey
NetBox MCP Server Claim 2
Enables interaction with NetBox infrastructure management platform to query and…
B 76 55 100 91 36 81 53
3355
vespo92
OPNSenseMCP Claim 1
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natura…
B 76 54 77 38 N/A 92 91 92
3356
0xbrainkid
agentfolio-mcp-server Claim 2
AI agent identity verification via SATP on Solana. Trust scores and on-chain at…
B 76 55 75 60 N/A 66 82 100
3357
bdteo
CodebaseHQ MCP Server Claim 1
An MCP server that enables users to manage CodebaseHQ tickets and track project…
B 76 55 79 68 48 81 96
3358
gregario
warhammer-oracle Claim
Warhammer 40K, Combat Patrol, and Kill Team rules reference with unit datasheet…
B 76 54 72 58 N/A 60 94 95
3359
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3360
browserstack
mcp-server Claim 1
BrowserStack's Official MCP Server
B 76 55 68 82 N/A 78 95 55
3361
tickernelz
mcp-web-calc Claim 1
An MCP server that enables web searching, URL content extraction, and summariza…
B 76 54 73 60 N/A 60 92 92
3362
akraradets
A template repository for developing Model Context Protocol (MCP) servers with …
B 76 54 78 58 N/A 48 95 96
3363
henryxu21
STDF MCP Server Claim
Enables LLMs to access, analyze, and extract information from STDF-V4 semicondu…
B 76 55 84 76 N/A 21 95 89
3364
binspireai
Binspire MCP Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
B 76 55 82 61 54 80 99
3365
nice-bills
dune-mcp Claim
Securely query Dune Analytics with LLMs. Features budget protection, query reus…
B 76 55 82 53 67 80 96
3366
gptcompany
A goal-agnostic parallel orchestration framework that enables sophisticated mul…
B 76 55 96 100 50 80 39
3367
gabrielchua
Enables users to search for job opportunities in Singapore through the MyCareer…
B 76 55 84 65 45 81 95
3368
captjt
godoc-mcp Claim
Provides real-time access to Go package documentation, function signatures, and…
B 76 55 86 61 44 81 100
3369
Kapeli
dash-mcp-server Claim
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
B 76 54 66 65 N/A 54 95 96
3370
valado
pantheon-mcp Claim 1
MCP server providing task specific agentic instructions. No more outdated Markd…
B 76 55 86 60 N/A 46 83 98
3371
tobocop2
lilbee Claim
Runs and manages its own local models, or uses your existing Ollama or LM Studi…
B 76 54 70 41 N/A 85 94 98
3372
Oceanir
Oceanir Memory Claim 1
Provides persistent long-term memory for AI coding agents by storing entities, …
B 76 55 90 70 30 82 97
3373
kajirita2002
honeycomb-mcp-server Claim 1
honeycomb-mcp-server
B 76 55 90 67 37 83 93
3374
spences10
Enables efficient web search integration with Jina.ai's Search API, offering cl…
B 76 55 78 70 56 80 91
3375
BV-Venky
Generate beautiful Excalidraw architecture diagrams with auto-layout and compon…
B 76 54 82 37 N/A 74 96 92
3376
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3377
mvacaporale
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
B 76 54 90 61 N/A 27 90 99
3378
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3379
SongT-50
Korean Public Data Claim
Korean government open data - weather, population, law search via data.go.kr
B 76 66 90 66 84 45 80 82
3380
Ruddxxy
Real-time currency exchange rates and crypto prices via MCP. Convert between 60…
B 76 54 66 72 N/A 56 95 90
3381
jlromano
Bitbucket MCP Server Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 55 94 52 47 81 100
3382
SayreBlades
MCP Web Tools Claim
Provides local web search and content fetching capabilities for AI assistants, …
B 76 54 94 56 N/A 24 95 97
3383
ahonn
A server that provides access to Google Search Console data through the Model C…
B 76 55 88 70 35 81 94
3384
goreleaser
GoReleaser MCP server
B 76 54 60 55 N/A 79 95 100
3385
VictoriaMetrics
mcp-vmanomaly Claim 2
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
B 76 54 69 66 N/A 73 83 94
3386
jem-computer
Provides seamless integration with Capacities knowledge management system, allo…
B 76 55 72 75 47 81 100
3387
reeeeemo
ancestry-mcp Claim 1
Allows the AI to read .ged files and genetic data
B 76 54 84 56 N/A 50 89 95
3388
gregario
3dprint-oracle Claim
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
B 76 54 67 68 N/A 49 95 97
3389
rfrye
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
B 76 54 86 51 N/A 43 92 100
3390
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3391
dceluis
tasker-mcp Claim 2
An MCP server for Android's Tasker automation app.
B 76 54 75 65 N/A 38 95 100
3392
jasonsum
Gmail MCP Server Claim 1
MCP server that integrates with Gmail to enable sending, reading, and managing …
B 76 55 86 61 44 81 98
3393
sandraschi
Enables comprehensive Windows system management through Claude Desktop, includi…
B 76 55 48 82 N/A 67 95 92
3394
mattintech
pyBTMCP Claim
A BLE fitness device simulator that enables AI agents to control simulated hear…
B 76 55 96 61 27 81 100
3395
chrisribe
Provides AI assistants with persistent memory across sessions using local SQLit…
B 76 55 70 83 N/A 52 95 75
3396
adamanz
Apollo.io MCP Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 76 54 75 66 N/A 41 95 95
3397
jrenaldi79
sidecar Claim
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
B 76 54 96 28 N/A 75 90 94
3398
ComputingVictor
MCP-BOE Claim 2
Enables LLMs like Claude to query the official Spanish BOE API for consolidated…
B 76 55 84 91 47 92 53
3399
pkolawa
Enables querying the Polish National Court Register (KRS) to retrieve current a…
B 76 54 74 62 53 95 92
3400
peakmojo
A MCP server for accessing Zoom recordings and transcripts without requiring di…
B 76 55 85 71 40 80 94
Showing 3351–3400 of 59385 servers
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