MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29834
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57401
nbhansen
Integrates Outline Wiki with AI assistants like Claude Desktop, enabling search…
81
57402
Wicked-Evolutions
Open-source MCP bridge that connects any AI client to your WordPress sites thro…
N/A N/A
57403
MATCHUP-LABS
NYC property intelligence, building violations, and restaurant/venue compliance…
N/A N/A 83
57404
IndoTender
IndoTender Claim
Indonesian government procurement — LPSE tenders, Inaproc data, and company pro…
57405
Jogesh6895
An MCP server that enables searching across multiple RSS feed sources simultane…
57406
auraweon7-ship-it
Enables Claude to search and analyze Korean academic papers using the Korea Cit…
81
57407
lightningfaucet
mcp-server Claim
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 suppor…
N/A N/A 95
57408
patrickking67
MCP server that connects Clio Manage to Claude via OAuth, enabling law firm man…
57409
kapruka
Kapruka MCP Claim
Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…
57410
laozhong86
gbrain Claim
A local-first compiled knowledge graph MCP server that provides structured memo…
N/A N/A
57411
mustafa-karakoyun
weather-mcp1 Claim
N/A N/A 95
57412
pickstar-2002
Enables comprehensive video file metadata management including reading, editing…
N/A N/A 95
57413
Frank-Tech
Generates FastMCP tools for PostgreSQL DML operations (insert, select, update, …
N/A N/A
57414
jl681
Automates project scaffolding for Domain-Driven Design and Clean Architecture, …
N/A N/A
57415
axel-belfort
Person enrichment API for AI agents. Enrich any email address into a full profe…
81
57416
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
81
57417
russellbrenner
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
N/A N/A 95
57418
conformy
conformy Claim
EU AI Act & NIS2 compliance — classify AI systems, check obligations, draft doc…
N/A N/A 95
57419
CSOAI-ORG
AI-powered stock analyzer ai MCP server for agents. Supports analyze stock, cal…
N/A N/A
57420
coreeye
Enables multi-AI collaboration with Claude and GLM for C# codebases, providing …
N/A N/A
57421
MRUK31
A demonstration MCP server that simulates server management actions for Contabo…
81
57422
xiaobenyang-com
cookier_reward Claim 1
A model context protocol server that provides Cookie rewards for LLMS through g…
N/A N/A 95
57423
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
57424
BestDev
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
N/A N/A 95
57425
AldanJJay
Enables querying academic data from Universitat Jaume I, including subjects, de…
N/A N/A
57426 N/A N/A 95
57427
jordan-s648
Real-time Polymarket analytics for AI agents. Query live prediction market data…
81
57428
redhat-community-ai-tools
An MCP server for OpenShift Baremetal IPI cluster provisioning, allowing users …
N/A N/A
57429
jegriffi91
An MCP server that gives AI agents the power to record, replay, and mock mobile…
N/A N/A
57430
asamiile
logic-lab Claim
A read-only reference server for 303 curated generative art algorithms implemen…
N/A N/A
57431
eddy06260626
saqz Claim
N/A N/A 95
57432
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
N/A N/A 95
57433
BrainSlugs83
Adds persistent long-term memory to GitHub Copilot CLI via local semantic vecto…
N/A N/A
57434
CSOAI-ORG
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
N/A N/A
57435
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
57436
Jana-Earth-Data
Provides natural language access to environmental data including air quality me…
81
57437
DemoMagic Claim 1
Guides for making interactive videos & AI product demos that answer viewers' qu…
N/A N/A 81
57438
shabaaspay
MCP server for PayTo agreements and payment initiation in Australia.
N/A N/A 90
57439
tomerose
A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…
N/A N/A
57440
Solaceking
Enables AI assistants to perform semantic search, manage vectors, and interact …
81
57441
bultcloud
Bult Claim
Deploy and manage Bult apps from AI coding agents.
N/A N/A
57442
lynxx007
test Claim
N/A N/A 95
57443
VesselSense
Enables AI agents to access SignalK marine data with 90-96% token reduction by …
57444
cameron.gibson
server-curl Claim
N/A N/A 95
57445
dailybeast
parsely-mcp Claim
MCP server that enables AI assistants to query Parse.ly analytics for top posts…
57446
RusticEagle
Serves the Australian Cyber Security Centre Information Security Manual (ISM) v…
57447
taskman-london
TaskMan of London lets AI agents help users find, price, and book real home ser…
81
57448
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
57449
cyanheads
Enables LLMs to read and extract clean, markdown-formatted content from any web…
57450
robford-brookai
Enables comprehensive management of DuploCloud infrastructure, including tenant…
81
Showing 57401–57450 of 57580 servers