MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47351
kyryl-opens-ml
mcp-dagster Claim
Enables AI agents to interact with Dagster instances, explore data pipelines, m…
N/A N/A 95
47352
mrslbt
paypay-mcp Claim
MCP server for the PayPay Open Payment API, enabling QR code creation, payment …
47353
sandcastlelabs
collimer-mcp Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
47354
majorel-alexis
maxia-oracle Claim
Multi-source crypto & equity price feed for AI agents. Aggregates Pyth, Chainl…
N/A N/A 95
47355
FoundryNet
Government contract search and federal procurement data: SAM.gov opportunities …
47356
patrikmichi
Storyblok MCP Claim 1
An MCP server that enables AI assistants like Cursor and Claude to interact wit…
81
47357
turtlehq-tech
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
47358
daviesevan-svg
Enables AI agents to search availability, price rooms, and make real bookings v…
47359
Syncause
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
N/A N/A
47360
pipeworx-io
Search, explore, and query open data from Loire-Atlantique (France) via natural…
47361
shubham0086
Enables agents to share state via a blackboard, record and retrieve failure res…
N/A N/A
47362
felix-windsor
A Model Context Protocol server that enables semantic vector search over Obsidi…
N/A N/A
47363
node2flow-th
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
47364
saumdabi
pm-agents Claim
A multi-agent product-management copilot that automates morning briefings, metr…
N/A N/A
47365
sandeepramdas
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
N/A N/A
47366
pavelpilyak
devrecall Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
N/A N/A
47367
mcp-developers Claim 1
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
N/A N/A 69
47368
foragekit Claim 1
Epistemic foraging for AI agents: source discovery, verified evidence, uncertai…
N/A N/A 81
47369
thisismugil
cric-mcp Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
47370
amerilain
MCP server for Polymarket prediction markets enabling query of markets, events,…
47371
matt07anderson
oeo Claim
N/A N/A 95
47372
onmyway133
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
N/A N/A
47373
clauxel
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
47374
wiremeM
Read-only ROSCA and savings-circle answers and calculators, from Wiremi's publi…
47375
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
47376
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
47377
Hao17
A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilit…
N/A N/A
47378
simonChoi034
A multi-provider MCP server that enables AI agents to generate and edit images …
47379
PowePow
Live service status, active incidents, search, and outage history from Downtest…
47380
Kenzo2345
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
N/A N/A
47381
Hwenyi
Edge TTS MCP Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
47382
jessn-dev
agenticscope Claim
A read-only MCP server that provides AI agents with live, structured workspace …
N/A N/A
47383
wolfcoming
Enables remote control of Android devices via ADB, including screen operations,…
N/A N/A
47384
Patryz
A server that downloads, parses, and indexes TibiaWiki content, providing 19 MC…
N/A N/A
47385
clauxel
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
47386
gptimage2prompts
Open-source MCP server for AI image and video creation, enabling prompt library…
N/A N/A
47387
Kleap-co
Kleap Claim
Enables AI agents to build, edit, and publish live websites with hosting, datab…
47388
drewbeechler
A Model Context Protocol server that provides read-only access to Google Search…
N/A N/A
47389
yarninisrael
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
N/A N/A
47390
axel-belfort
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
81
47391
pansapiens
An MCP server that provides tools for searching and fetching protein data from …
47392
KeeVor
Enables AI assistants to directly query MySQL databases, list tables, and view …
N/A N/A
47393
GetHammerpath
MCP server that integrates with ARXsec.io API to execute security scans, compli…
47394
christos
Zuplo Claim
Retrieve insurance profiles on demand to enrich customer workflows. Access up-t…
81
47395
srotzin
A remote MCP server for Structural Lateration that provides tools to price, min…
47396
neilswhite
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
81
47397
lucamarien
A secure MCP server for managing OPNsense firewalls through AI assistants. Prov…
N/A N/A
47398
ngocdd
proxmox-mcps Claim
Enables AI assistants to manage Proxmox VE infrastructure, including VMs, conta…
47399
FiquemSabendo
Enables MCP-capable clients to interact with OpenRefine's HTTP API for creating…
N/A N/A
47400
zongzi-zongzhi
local-Rag Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
N/A N/A
Showing 47351–47400 of 66518 servers
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