MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54501
chicogong
ffvoice Claim
Offline speech-to-text & speaker diarization MCP server: transcribe audio on-de…
N/A N/A
54502
satyamkumar68
Minimizes LLM token consumption via YAML serialization, HTML-to-Markdown distil…
54503
chriscoynetalent-yhjh
The first commercial implementation of HTTP 402 Payment Required for creator co…
N/A N/A 95
54504
calvinw
An MCP server that enables AI assistants like Claude to interact with FL Studio…
N/A N/A
54505
Corvus400
MCP server for screen recording on macOS, iOS Simulator, and Android, with key-…
N/A N/A
54506
Linn-Latt
FlexFS MCP Claim
Provides secure file system, web fetching, and Google Cloud Storage access for …
N/A N/A
54507
ryanmichaeljames
Enables AI agents to query, inspect, and manage Microsoft Dataverse records, me…
54508
xiaobenyang-com
atlas-docs Claim
Discover and browse docs across libraries and frameworks. Search topics, skim h…
N/A N/A 95
54509
tomschell
Auto-captures decision context from multi-agent workflows to preserve the 'why'…
N/A N/A
54510
cerebrixos-org
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
N/A N/A 83
54511
CiscoDevNet
MCP server that exposes high-level tooling for Cisco Secure Firewall Management…
54512
productdevbook
sufetch Claim
MCP server that enables AI assistants to explore and generate code for type-saf…
54513
hussainn7
mcp-vision Claim
A local autonomous AI agent that watches your screen, understands the visual la…
N/A N/A
54514
davidscoreal
CIA Diagnose Claim
Expert business diagnosis engine that analyzes companies across 11 dimensions a…
54515
RajeevAtla
dexMCP Claim
A Model Context Protocol server that wraps pypokedex to provide Pokemon data to…
54516
jacob-dietle
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
54517
appcreationsca
BumpGuard Claim
Reports which of your code's API usages break when you upgrade a dependency (Py…
N/A N/A
54518
DelinSirkov
Offload MCP Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
54519
nonibytes
BusyBee Claim
Autonomous TDD coding agent that converts specifications into feature lists and…
81
54520
K-ulucay
An MCP server that converts layered PSD characters into Spine 4.2 rigs with det…
N/A N/A
54521
kavingas
newrelic-mcp Claim
Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
N/A N/A
54522
Hassenamri005
mix_server Claim
Enables AI assistants to interact with local CSV and Parquet data files through…
N/A N/A
54523
k-krawczyk
Enables management of Proxmox VE virtual environments (VMs, containers, storage…
N/A N/A
54524
t11003
MCP_repo Claim
Enables teams to build custom MCP servers with AI agents, supporting tool defin…
N/A N/A
54525
nbialk
Chess.com player, game, and daily-puzzle tools where each tool ships its own in…
54526
KarthikSKumar98
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
54527
NerdSnipe-Inc
An MCP server that gives AI agents full access to Follow Up Boss CRM via natura…
54528
testdino-inc
TestDino MCP Claim
TestDino MCP boosts your AI assistant with powerful tools and analysis capabili…
N/A N/A 95
54529
mnmozi
Enables LLM agents to query Dynatrace SaaS for observability data (logs, metric…
54530
Oliver0804
Wraps CloakBrowser, a stealth Chromium, as an MCP server for web retrieval with…
N/A N/A
54531
Arks-06
Neuro MCP V2 Claim
Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O…
N/A N/A
54532
tomasonjo
Automatically discovers vector indexes in a Neo4j database and exposes each as …
N/A N/A
54533
teles
Enables web performance analysis using Google PageSpeed Insights and Chrome UX …
54534
decksaga
SilentFail Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
N/A N/A
54535
danielscholl
Enables semantic search over an Obsidian vault using natural language, retrievi…
N/A N/A
54536
influqa
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
54537
HamnaCh456
Enable automated email resending capabilities through a standardized protocol. …
N/A N/A 95
54538
dearlordylord
obs-mcp Claim
Model Context Protocol server for OBS Studio
N/A N/A
54539
arberrexhepi
MCP Hub Claim
An Express server implementation of Model Context Protocol that allows websites…
81
54540
carsonlabs
Waterfall lead enrichment for AI agents, cascading through Apollo, Clearbit, an…
N/A N/A
54541
zyndai
MCP server for AgentDNS that allows Claude or any MCP client to register a pers…
N/A N/A
54542
Uplink Claim 1
Automate a real, logged-in browser on your own device — no stored credentials, …
N/A N/A 81
54543
foxglovebrands
Acts as an intermediary between Claude Desktop and Amazon's MCP server to handl…
81
54544
dingdawg
agent-wallet Claim 1
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
N/A N/A 81
54545
ZubeidHendricks
Interact with YouTube to search videos, get details, and manage transcripts.
N/A N/A 95
54546
LibreChat-AI
Provides 55 tools for managing QuickBooks entities like customers, invoices, an…
54547
stevenayl
An MCP server that integrates with Missive App allowing users to create, manage…
N/A N/A 95
54548
tatavarthitarun
MCP server for NowSecure Platform mobile security testing. List applications, p…
54549
DelineaXPM
DelineaMCP Claim
MCP server for the Delinea Secret Server and Platform APIs, enabling AI agents …
54550
ng-blatui Claim
ng-blatui for Angular — search components, blocks, charts & templates and read …
Showing 54501–54550 of 57357 servers