MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56251 N/A N/A 95
56252
adnocad
hady_mcp Claim
N/A N/A 95
56253
KarstenKreh
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
56254
RandomSynergy17
Manage your entire Docker infrastructure through natural language with 180 tool…
56255
simplemindedbot
mnemex Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
N/A N/A 95
56256
vehoelite
Provides persistent AI memory and visual analysis tools for any MCP-compatible …
56257
andyc00ps
An MCP server that enables conversational access to Lumar SEO crawl data via it…
81
56258
SolvoHQ
openworkdays Claim
Zero-signup business-day date-math API: add days, count days between dates, is-…
56259
bch1212
bizintel Claim
Local business intel for AI agents: audits, lead scoring, tech stack, prospecti…
56260
kimjin8
Call For Me Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
56261
defimind-ai
DeFiMind Claim
Live Uniswap V2/V3 LP analytics — position PnL, price scenarios, pool health, r…
56262
ingeno
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
81
56263
philogicae
A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
81
56264
finmanagerai
Hosted MCP for stocks, options, Greeks, brokers, order previews, alerts, and wo…
56265
madnh
A comprehensive Model Context Protocol (MCP) server for SQLite database operati…
N/A N/A
56266
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
56267
mcoulmeau
gpt_agent Claim
N/A N/A 95
56268
theMethodolojeeOrg
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
N/A N/A
56269
not-sure-w
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
N/A N/A 83
56270
mafzaal
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
56271
finizi-app
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
N/A N/A 95
56272
cappt-team
Enables generating outlines and presentations using Cappt.
56273
bodyegypt
Turkey Data Claim
Live Turkey data: gold prices, TCMB FX rates, fuel prices, prayer times, Kandil…
N/A N/A
56274
nami2111
Manage satellites, hosting, serverless functions, changes and more through any …
N/A N/A
56275
tdwesten
MCP server for instruckt visual annotations. Enables AI agents to retrieve pend…
N/A N/A
56276
AparaviSoftware
Integrates with Aparavi's document processing API to allow LLMs to process docu…
56277
RectiFlex
Manage properties, companies, employees, invoices, materials, and more from Cen…
N/A N/A 95
56278
dm7500
A self-hosted MCP server that provides read/write access to a Seafile library, …
56279
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
56280
fastmcp-me
gcp-mcp Claim
Enables managing Google Cloud Platform (GCP) resources through natural language…
N/A N/A
56281
hkxiaoyao
Enables AI models to perform static taint analysis on Python code, detecting se…
N/A N/A
56282
eliteamz
Manage your Amazon seller account effortlessly. Create reports, update prices, …
N/A N/A 95
56283
qlitre
An MCP server for searching Japanese tariff data by keywords, HS codes, and mor…
56284
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
N/A N/A
56285
trendsmcp
Provides Google Search trend data as an MCP tool, with historical series, growt…
56286
Ubani-Studio
Enables AI assistants to control CLO3D for pattern creation, fabric swapping, s…
N/A N/A
56287
Project-Harrison
searoute_mcp Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
56288
S1LV4
th0th Claim
Semantic search with 98% token reduction for AI assistants.
N/A N/A
56289
ruixingshi
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
N/A N/A 95
56290
malkreide
Provides AI-native access to Swiss Federal Statistical Office datasets through …
56291
DayMoonDevelopment
Enables AI assistants to interact with the Post For Me API, allowing them to ex…
N/A N/A
56292
Aditya251610
OpenTool Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
56293
lubo3395
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
N/A N/A
56294
halflifezyf2680
Progressive group routing for 393 professional skills via Rust daemon stdio shi…
N/A N/A
56295
cyanheads
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
N/A N/A
56296
eventtrader
EventTrader Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
N/A N/A
56297
t8y2
dbx Claim
Query databases from AI agents using connections configured in DBX.
N/A N/A
56298
pangolinfo
amazon-mcp Claim
Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI …
56299
kogecoo
mcp-tanita Claim
Read-only MCP server for Tanita Health Planet measurements, providing tools for…
56300
Arodoid
UnityMCP Claim
Integrate AI assistants seamlessly into your Unity projects. Monitor editor sta…
N/A N/A 95
Showing 56251–56300 of 57160 servers