MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59501
Stopera
Discover and consume x402-enabled services on Solana with seamless USDC payment…
N/A N/A 95
59502
kashvipahuja-dev
Enables secure remote access to a Playwright-based MCP server with authenticati…
N/A N/A
59503
automatikstudio
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
81
59504
simsketch
MemoryIQ Claim
Enables AI tools to access and contribute to shared semantic memory, supporting…
59505
NimaZahediN
Enables AI agents to search and analyze OpenAlex scholarly database for OSINT r…
59506
kongyo2
Provides comprehensive development tools for FastMCP projects including documen…
81
59507
Casterdly
Live crypto market signals for AI agents: perp liquidations, funding, OI positi…
59508
i3T4AN
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
59509 N/A N/A 95
59510
theYahia
MCP server for Isbank (Is Bankasi) developer API (Turkey). Enables access to ac…
59511
ChannelLabAI
memocean-mcp Claim
Local-first AI Memory MCP server for AI agents to search and manage knowledge s…
N/A N/A
59512
JcDizzy
CC Web MCP Claim
Provides web search and page fetching tools for third-party models (e.g., DeepS…
N/A N/A
59513
vreko-dev
Enables AI-powered code safety analysis including risk detection, secret scanni…
59514
CSOAI-ORG
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
N/A N/A
59515
CSOAI-ORG
uuid-ai-mcp Claim
AI-powered uuid ai MCP server for agents. Supports generate uuid, parse uuid, g…
N/A N/A
59516
axel-belfort
Password strength evaluation API for AI agents. Score 0-100 with entropy bits, …
N/A N/A 95
59517
ZizoTheDev
An MCP server designed to work with FFmpeg for media processing tasks, offering…
N/A N/A 95
59518
jaredthivener
Provides AI assistants with real-time access to FastAPI documentation, enabling…
N/A N/A
59519
AndrewEstopinan
Enables AI agents to browse and extract data from any public website via Bright…
59520
CSOAI-ORG
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
N/A N/A
59521
CarbonCashmere
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
59522
Langclaw-AI-CROO
A paid callable research agent that provides source-backed reports, onchain int…
59523
Fauxetine
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
N/A N/A
59524
MCP-Mirror
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
81
59525
axel-belfort
OCR (Optical Character Recognition) API for AI agents. Extract text from images…
N/A N/A 95
59526
pipeworx-io
Enables querying City of Boston open data through the CKAN API, providing acces…
59527
benhaotang
Enables LLMs to manage MCP server configurations, including listing, enabling, …
N/A N/A
59528
SouravRoy-ETL
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
N/A N/A
59529
AliKarami
MikroMCP Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
N/A N/A
59530
data-mindset
faker-server Claim
Provides tools for generating fake data using Faker.js, including person, lorem…
59531
thejusdutt
Implements Anthropic's multi-agent research architecture with subagent spawning…
59532
soil-dev
loomiomcp Claim
Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors.…
59533
naryeo628
Enables Claude to send questions via Telegram and receive answers from your pho…
N/A N/A
59534
bakaroart
An MCP server that enables AI assistants like Codex or ChatGPT to inspect and c…
N/A N/A
59535
Company-Gibraltar
company-gi Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
N/A N/A 95
59536
inv-fourier-transform
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
N/A N/A 95
59537
MrMartiniMo
Enables AI agents to search, create, modify, and organize documentation pages a…
59538
CSOAI-ORG
AI-powered vector knowledge graph MCP server for agents. Supports add node, add…
N/A N/A
59539
tripuck894
Tripuck Claim
Tripuck — Flight Meta-Search & Meeting Point..
81
59540
neuro-flash
mcp Claim
Create content and test it on a real audience — neuroflash Digital Twins inside…
59541
astein91
StackSherpa Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
81
59542
test260325
test_zikim Claim
81
59543
archimedes-market
Run Semgrep static analysis from an AI agent. OWASP top 10, secrets detection, …
N/A N/A
59544
duvoai
Enables autonomous desktop automation by delegating tasks to vision-based agent…
59545
Johnhyeon
TelegramLens Claim
A local MCP server that structures stock mentions and narrative flows from Tele…
N/A N/A
59546
IsaiahDupree
Serves locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Know…
N/A N/A
59547
DeepTempo
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
59548
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
59549 N/A N/A 95
59550
cuongpo
A backend service that enables seamless interaction with the Rootstock blockcha…
N/A N/A 95
Showing 59501–59550 of 59573 servers