MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30551
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
81
30552
ilyasni
A personal monitoring and trend synthesis system that collects signals from mul…
30553
protocoldaemon-sec
Enables blockchain security analysis using GoPlus Security API, providing rug p…
81
30554
atomno-labs
mcp-egrul Claim
Russian state registries EGRUL (legal entities) and EGRIP (individual entrepren…
N/A N/A
30555
ReverseCentaurAI
Hire humans for tasks AI can't do. Fair trade pay floors, prepaid escrow, ethic…
N/A N/A
30556 N/A N/A 95
30557
yourbright-jp
OAuth-protected JPYC wallet, transfer, and contract workflows on Polygon.
30558
30559
reservoirprotocol
Relay Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
N/A N/A 83
30560
mailgent-dev
Provides identity infrastructure for AI agents to manage email communications, …
30561
axel-belfort
Cron expression parser API for AI agents. Parse, validate, and explain cron exp…
N/A N/A 95
30562
Aquariosan
Bookmark manager for AI agents with tags, categories, and full-text search. Rea…
N/A N/A
30563
RECERQA
rq-scan Claim 1
MCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform
N/A N/A 83
30564
cruso003
xara Claim
N/A N/A 95
30565
verbart
MCP server for Tradernet/Freedom24 trading API — portfolio, orders, quotes, and…
N/A N/A 75
30566
motiveflowllc
AgentVault Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
N/A N/A 83
30567
tacit-code
zenoti Claim
MCP server for Zenoti spa/wellness/medspa — guests, appointments, bookings, inv…
N/A N/A
30568
samueljayasingh
Stitch-MCP Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
30569
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
30570
ThinAirTelematics
geo Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
30571
NosytLabs
Enables privacy-focused web searches through the Presearch API and web content …
81
30572 N/A N/A 95
30573
nicholasemccormick
meetsync-mcp Claim
30574
mobile.psy.div3r
clou Claim
N/A N/A 95
30575
Ryosuke-Mohri
A hybrid MCP server system that enables natural language management of Asana ta…
81
30576
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
N/A N/A 81
30577
hwruchan
Enables management of Sangmyung University academic information including sched…
81
30578
cgauge
Validate and experiment with Model Context Protocol server implementations supp…
N/A N/A 95
30579
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
81
30580
gabrielfilipe7unb
hw3-nanda Claim
N/A N/A 95
30581
pipeworx-io
ureweries Claim
Breweries MCP — Open Brewery DB API (free, no auth)
30582
CE-RISE-software
Deterministic SHACL-based assessment and comparison for digital passport data m…
N/A N/A
30583
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
30584
06ketan
medium-ops Claim
Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys.
N/A N/A
30585
josephtandle
A utility MCP server providing 10 specialized tools for newsletter content prep…
30586
sealca
secrets-mcp Claim
Provides Claude Code with access to personal secrets and notes stored in a loca…
N/A N/A
30587
pranav4186
Enables Claude AI to interact with Viva Engage (Yammer) for browsing communitie…
N/A N/A
30588
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
N/A N/A 69
30589
m2ai-archive
Enables Claude to generate images through a local ComfyUI instance using Stable…
N/A N/A
30590
jamjet-labs
Durable memory MCP server for AI agents. Temporal knowledge graph with hybrid s…
30591
niuheilong
Real-time A-share stock data for AI assistants. Provides real-time stock prices…
30592
theYahia
roistat-mcp Claim
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
N/A N/A
30593
axel-belfort
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
81
30594
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
N/A N/A 95
30595
mordor-forge
Unified Gemini media generation: Nano Banana (images, editing, multi-reference …
30596
30597
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A
30598
AI-powered Amazon EKS cluster management and troubleshooting
N/A N/A 81
30599
girste
Comprehensive Linux server security audit with 89 CIS Benchmark controls, NIST …
N/A N/A 95
30600
Tinker-LGD2026
Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CL…
Showing 30551–30600 of 33537 servers
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