MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38501 N/A N/A 95
38502
lulin70
CarryMem Claim
Your portable AI memory layer. Classify, store, and recall what matters across …
N/A N/A
38503
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
38504
ai-research
Airesearch Claim
N/A N/A
38505
hasindu-madushan
SlimAtlas AI Claim
An MCP server for lightweight browser automation using Lightpanda with Chrome f…
N/A N/A
38506
ageugyn
Connects AI assistants to GLPI IT Service Management, enabling ticket managemen…
38507
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
81
38508
maxkuminov
obsidian-mcp Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
N/A N/A
38509
oluwatunmiseolatunbosun2001
logsift Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
81
38510
botverse
botverse Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
N/A N/A
38511
CKE-Proto
solve-it Claim
MCP server that provides programmatic access to the SOLVE-IT digital forensics …
N/A N/A
38512
mariomosca
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
38513
afferens
mcp-server Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
N/A N/A
38514
CSOAI-ORG
Clinical Trials Ai MCP Server by MEOK AI Labs
N/A N/A
38515
FoundryNet
Government contract search and federal procurement data: SAM.gov opportunities …
38516
adeyholar
Enables flight search, airport information lookup, and price comparison through…
N/A N/A
38517
ninjapayofficial
A Model Context Protocol (MCP) server that provides financial trading tools and…
N/A N/A 95
38518
SiftingIO
MCP server that provides access to SiftingIO market data, including live prices…
38519
nikolausm
Enables Claude to interact with email accounts via IMAP and SMTP, providing too…
N/A N/A
38520
dinh-ai-system-exe-com-vn
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
N/A N/A 95
38521
mcbuddy
mcp Claim
Local-first visual regression for AI agents: verdicts, diff images, explain_sna…
N/A N/A
38522
Ikaleio
Provides browser automation capabilities using Patchright, enabling LLMs to int…
38523
bokendell
Bo Kendell's portfolio: projects, writing, work history, resume, and live activ…
38524
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
38525
Anmoldureha
hotels-skill Claim
Enables real-time hotel search and pricing data from Booking.com for AI agents …
N/A N/A
38526
abmwine
Deterministic date arithmetic with auditable receipts: business days, due dates…
38527
schwarztim
This MCP server enables AI assistants to control Ligolo-ng operations on a remo…
38528
AgentTemp-io
Enables AI agents to create temporary email inboxes and wait for OTPs, magic li…
38529
Krv-Labs
Topos Claim
Structural code-quality tools for AI coding agents.
N/A N/A
38530
Garblesnarff
Pearls Claim
A remote MCP server that enables AI instance continuity by allowing AI instance…
81
38531
yasinfakhar
outlty-mcp Claim
Exposes FastAPI API-key management and request-making routes as MCP tools, enab…
N/A N/A
38532
mcpambassador
Centralized authentication, authorization, and audit for MCP tools. One server …
N/A N/A
38533
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
N/A N/A 95
38534
dewalt-1
A Claude skill + MCP server that tells you how Deutsche Bahn delays will affect…
38535
minimaltek
Enables AI-powered manipulation of Cardinal/VCV Rack modular synthesizer patche…
N/A N/A
38536
nauta-ai
Holster MCP Claim
Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.
N/A N/A
38537
onionuser79
Operate packet-radio digipeater nodes from Claude and other MCP clients.
N/A N/A
38538
dorkian
Enables git-based version control for n8n workflows with automatic credential r…
38539
matthewwilliams949-ops
nakodo Claim
Warm introductions to the right builder, matched privately on your work. Double…
N/A N/A
38540
gabrielribeirogpx-arch
A simple HTTP server to validate MCP infrastructure for the Wazza MCP client, e…
38541
Faouzi122
R_net LP risk evaluator for DeFAI agents. IL + Breakeven Corridor O(1). L402 Li…
38542
silly-geese
estonian-mcp Claim
An MCP server that integrates EstNLTK to provide Estonian language tools (morph…
38543
SamuelSHernandez
MCP server for self-hosted Laserfiche repositories — search and read documents …
N/A N/A
38544
Habitium
A template for deploying unauthenticated Model Context Protocol servers to Clou…
81
38545
TwitterAPIs
twitterapis Claim
MCP server for the Twitter/X read API, enabling search, user profiles, tweets, …
38546
samueloladji
Vaultak Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
81
38547
webexpr-pvilledary
mcp-erp Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
38548 N/A N/A 95
38549
schwarztim
Enables monitoring and control of EcoFlow Power Stations and devices through th…
81
38550
free4hny
Autonomous news intelligence system that fetches articles from 20+ tech sources…
Showing 38501–38550 of 67181 servers
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