MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47101
mcp-v1 Claim 1
Sub-cent factual claim verification against live data sources.
N/A N/A 81
47102
jsxtech
Enables a fully local multi-agent AI system with 45 specialized agents and 50 p…
N/A N/A
47103
Patricked-code
A read-only MCP server that exposes controlled SSH tools to inventory, document…
47104
BlueprintLabIO
tidebase Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
N/A N/A
47105
human-beyond
Convert PDF bank statements to checked Excel, CSV or JSON with balance validati…
47106
MrWizardlyLoaf
rugcheck-ai Claim
Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detect…
47107
mroops0111
Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one p…
47108
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
47109
cs50victor
claude-teams Claim
MCP server that enables multi-agent collaboration with task lists, inter-agent …
N/A N/A
47110
GMapsExtractor
Live Google Maps business search, review, and photo data for AI agents over MCP.
47111
LinkDeal
LinkDeal Claim
Find B2B leads from LinkedIn engagement, enrich contacts and deliver to Slack.
47112
yashhooda1
garmin-mcp Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
47113
Vico86
RedditGrow Claim
Reddit growth toolkit — opportunities, replies, cold DMs, brand mentions, SEO, …
47114
uno-km
A Model Context Protocol server integrating developer tools including Git contr…
47115
junter1989k-ai
Kuwait payments for AI agents — KNET via Tap Payments. Never holds funds.
47116
pipeworx-io
mcp-espn Claim
ESPN MCP — keyless multi-sport live scores, teams, and news via ESPN's public s…
47117
dazeb
Enables searching and retrieving images from Wikipedia Commons with detailed me…
47118
cairo-pyramids
geo-mcp Claim
UK-specialist MCP server that lets an LLM agent answer location-grounded questi…
81
47119
berntpopp
clingen-link Claim
Enables querying ClinGen curated evidence for gene-disease validity, dosage, ac…
47120
jagypus
signal-mcp Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
N/A N/A
47121
RoninForge
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data…
N/A N/A
47122
subhamyadav580
Connects Claude to GitHub, enabling listing repositories, browsing open pull re…
47123
ry-ops
Enables to perform mathematical calculations, retrieve weather information, and…
N/A N/A
47124
tuongbeo
MCP server for Atlassian Confluence and Jira, supporting both Cloud and Server/…
47125
pdeloulay
Flik Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
N/A N/A 95
47126
blueskylineassets
Agent observability: structured logging, cost tracking, and compliance audit tr…
N/A N/A 83
47127
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
81
47128
ironclawdevs27
argus Claim
Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff…
N/A N/A
47129
Hobbydefiningdoctory
capman-mcp Claim
Exposes capman capability manifests as typed, governed MCP tools for use with C…
N/A N/A
47130
vannet
aNotepad Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
47131
conred-lin
MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for a…
47132
amurshak
An MCP server that enables managing podcasts through the Podbean API via natura…
47133
QuentinCody
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
47134
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
47135
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
47136
LareLabs
Refinery MCP Claim
Clean raw HTML into LLM-ready text before agents spend tokens.
N/A N/A
47137
moorjani-ajay
pointless Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
47138
MathAndMagic
bridgeapp Claim
BridgeApp workspace over MCP: tasks, chats, threads, pages, and projects.
47139
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
47140
5656565566
Enables reading and analyzing CodeFactor repository issue pages, providing norm…
47141
ClicheFactory
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
N/A N/A
47142
Agent-Hellboy
PyMCP Kit Claim
A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP…
N/A N/A
47143
gingugu
gingugu Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
N/A N/A
47144
pipeworx-io
AI Incident Database (AIID) MCP
47145
chrischall
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
N/A N/A
47146
Phanikondru
OpenShowreel Claim
An MCP server for Adobe After Effects that enables AI assistants to create prem…
N/A N/A
47147
collactivelabs
Enables AI agents to interact with the Pinterest API, allowing management of bo…
47148
marduk191
A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full codi…
N/A N/A
47149
MayraOA
Multi-agent MCP server for auditing public spending execution of Peruvian regio…
N/A N/A
47150
bettyguo
obsidian-mcp Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
N/A N/A
Showing 47101–47150 of 66518 servers
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