MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56351
petersutarik
sonar Claim
ASO tools for AI agents: keyword research, rank tracking, competitor analysis (…
N/A N/A 83
56352 N/A N/A 95
56353
KKday-KevinChu
Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model explo…
N/A N/A
56354
MCP server for read-only MySQL database queries in Claude Desktop
N/A N/A 81
56355
chaniji
Enables deployment of MCP servers without authentication on Cloudflare Workers,…
81
56356
YV17labs
GhostDesk Claim
Give any AI agent a full desktop — it sees the screen, clicks, types, and runs …
N/A N/A 81
56357
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
56358
quantumloader
MCP server for DayZ Enforce Script that gives AI coding assistants deep knowled…
N/A N/A
56359
Marsmanleo
MarsNMe Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
N/A N/A
56360
zerolve-io
AI-powered YouTube playlist to flashcards with spaced repetition (SM-2 algorith…
56361
RobsonAdvincula
Enables AI agents to integrate the SIBS payment gateway, providing tools for cr…
N/A N/A
56362
agentic-eng
a2atlassian Claim
Jira & Confluence for AI agents. Pre-configured connections, compact output.
N/A N/A 95
56363
madebyaram2024
An MCP server to search for photos and videos on Pexels.
N/A N/A
56364
Bigred97
rba-mcp Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
N/A N/A
56365
glennlzl
Enables YouTube data crawling and AI-powered summarization of videos, including…
N/A N/A
56366
moleculerjs
Exposes Moleculer microservices as MCP tools for AI assistants like Claude and …
N/A N/A
56367
batoorsayed
morgen-mcp Claim
Enables AI clients to fetch and list calendar events from Morgen, supporting en…
N/A N/A
56368
dlt-hub
It gives Claude Code, Cursor, and Codex structured workflows and an MCP server …
N/A N/A
56369
retospect
tome-mcp Claim
Manages a research paper library, providing PDF ingestion, bibliography managem…
N/A N/A
56370
sfearl1
Enables AI-powered visual analysis of webpages for UI/UX assessment, including …
56371
cyanheads
Look up genes, fetch sequences, predict variant consequences, find orthologs an…
56372
MaitreyaM
Enables document conversion between various formats (Markdown, DOCX, HTML, PDF,…
56373
Rupert1987
Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.
56374
blueif16
MCP server that indexes a knowledge base of past bugs and fixes, making them se…
N/A N/A
56375
twhid
first-dibs Claim
N/A N/A 95
56376
node2flow
n8n-Management Claim 1
MCP server for n8n workflow automation — manage workflows, executions, credenti…
81
56377
aplaceforallmystuff
Spain AI Kit Claim
A collection of MCP servers that connect AI assistants to Spanish open governme…
N/A N/A
56378
ambermem
Amber Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
56379
anthropics
claude-ai-mcp Claim
Report issues related to MCP integration with Claude here.
N/A N/A
56380
hausii
Integrates Intervals.icu training data, wellness records, workouts, and calenda…
N/A N/A
56381
OptimaiNetwork
Enables Web3-focused web searches via the OptimAI External Search API, providin…
56382
goperigon
Provide real-time access to comprehensive news data including articles, stories…
N/A N/A 95
56383
WhitGai
Turns official pickleball scoring rules into callable tools for LLMs to track l…
56384
agustedire542
unityxclaude Claim
A local MCP server for Unity Editor that provides 20 editor tools to control sc…
N/A N/A
56385
burnworks
Enables to access and manage content on microCMS through MCP, supporting listin…
56386
mralbertzwolle
Enables seamless integration with SnelStart accounting data, allowing users to …
81
56387
pipeworx-io
Enables substring-search of documentation entries from DevDocs.io via a single …
56388
SteedMonteiro
A simple MCP server for local documentation with RAG capabilities, enabling AI …
N/A N/A
56389
lisearantes
Enables interaction with Azure DevOps Boards through the Model Context Protocol…
81
56390
Looba-snippet
looba-mcp Claim
An MCP server that provides AI assistants read-only access to Looba, a communit…
56391
DeloraProtocol
Delora MCP Claim
Delora MCP server for cross-chain quotes, supported chains, tokens, and tools.
56392
Swarmwage
swarmwage Claim
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x40…
N/A N/A
56393
dirkenglund
Enables natural language control of quantum photonics experiments through the q…
N/A N/A 95
56394
NOTTIBOY137
PoC benign MCP server for update-hijack security research
N/A N/A 95
56395
89nisham
geolibre-mcp Claim
Provides geospatial data intelligence tools for inspecting, querying, and conve…
56396
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A 95
56397
QuartzUnit
FeedKit Claim
RSS/Atom feed collection with 417 curated feeds. Python MCP server.
N/A N/A 95
56398
keel-trade
keel-trade Claim
Build, backtest, and automate Hyperliquid trading strategies. Typed strategy co…
56399 N/A N/A 95
56400
ExceptionRegret
Kryfto Claim
Provides 42+ MCP tools for browser automation, web scraping, and search, enabli…
Showing 56351–56400 of 56925 servers