MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42351
iroquois780
Real-time web scraping and crypto price oracle MCP server. Pay 1 USDC on Base b…
N/A N/A
42352
yangvue
MCP server that provides current weather for any city using Open-Meteo APIs. It…
42353
wllrdev
Search, trending, topics, and local news all in one MCP server. Article preview…
42354
cosmonic-labs
Template repository for building a WebAssembly component MCP server using wasmC…
42355
CodeGlide
Provides access to GitHub v3 REST API functionality through STDIO mode with Fas…
42356
Cole-Will-I-Am
A local-first, model-agnostic MCP server that stores personal health data in a …
42357
JamieFrame
mcp Claim
The Bitcoin credit markets, measured. Cross-venue rates, venue criteria, chain …
42358
AStheTECH
Schedule smarter - create, search, and manage Google Calendar events through AI.
N/A N/A
42359
Tamilarasan555
A demonstration MCP server for exploring MCP prompts with 10 reusable developme…
N/A N/A
42360
Coresignal-com
mcp Claim
Fresh company, employee, and jobs records in real time.
42361
hshintelligence
agent-scrape Claim
Pay-per-call web scraping for AI agents via x402 micropayments on Base. Six too…
42362
rich-jojo
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A 83
42363
SyedDaiam9101
Provides isolated sandbox environments for AI agents to execute code securely, …
42364
Ngthhoang
Enables fetching latest news from VnExpress.net, including categories, search, …
42365
0dust
okfy Claim
Enables AI agents to search, read, and traverse documentation bundles in Open K…
N/A N/A
42366
Newpaw
Enables interaction with the Rohlik grocery delivery service through MCP by pro…
N/A N/A
42367
VIethoangnguyenle
Enables AI assistants to deeply understand codebases via Knowledge Graphs, supp…
N/A N/A
42368
haytam111234
Enables querying workouts, fitness metrics (CTL/ATL/TSB), and power personal re…
N/A N/A
42369
friendlygeorge
An MCP server for CoinGecko that connects any MCP-compatible client to free cry…
N/A N/A
42370
Riocloud
Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouT…
N/A N/A
42371
rkostko-ops
context Claim
Provides up-to-date documentation for AI agents by locally querying a community…
42372
tharun99856
Enables multi-modal travel planning for India, aggregating flights, trains, bus…
42373
SamuraiBuddha
A Model Context Protocol server implementation for Autodesk Construction Cloud …
N/A N/A 95
42374
pipeworx-io
mcp-data-wa Claim
Enables querying and exploring Washington State open data via the Socrata SoQL …
42375
phiclin
Enables searching X (Twitter) posts, discussions, trends, and web content via G…
42376
malamutemayhem
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
N/A N/A
42377
AbhishantMOE
A Flask-based MCP server designed for testing deployment on Google App Engine. …
81
42378
rsweeting1
PixelVault Claim
AI asset compliance and licensing. Search pre-cleared assets matched to your br…
42379
haiprobmt
Creates, inspects, validates, and modifies Power BI Project (.pbip) folders, ge…
N/A N/A
42380
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
N/A N/A
42381
k-l-lambda
An ungated reimplementation of the 'Claude in Chrome' MCP bridge that exposes 2…
N/A N/A
42382
pipeworx-io
Enables searching and querying San Joaquin County open geospatial data (parcels…
42383
agent-dispatch
Enables AI assistants to spawn and manage long-running cloud agents via MCP, of…
42384
kimhjort
A keyless MCP server that provides Danish weather forecasts and severe-weather …
42385
kayacancode
Controls Reachy Mini robot, enabling movement of head, body, and antennas, play…
N/A N/A
42386
bcharleson
prospeo-cli Claim
MCP server for the Prospeo API that provides person and company enrichment and …
42387
mormubis
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
N/A N/A
42388
swperb
imgcli-mcp Claim
Convert, resize, crop, rotate, filter, and composite images from the command li…
N/A N/A
42389
SirRellik
aeterna-mcp Claim
Enables AI agents, including Claude, to interact with the AETERNA persistent wo…
42390
davidfesteban
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
42391
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
81
42392
abhiyoheswaran1
TokenTrace Claim
Local-first AI CLI usage analytics for agents.
N/A N/A
42393
tooluse-labs
wpa-mcp Claim
MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait sta…
N/A N/A
42394
yushuqiu1
Recommend a song, generate a greeting message, or help you add some numbers
N/A N/A 95
42395
argotdev
mcp-o11y Claim
An MCP server that demonstrates comprehensive observability with Sentry, OpenTe…
42396
MrMebelMan
Enables AI assistants to interact with Bambuddy's 3D printer management API, in…
42397
iflow-mcp
MCP server that provides standardized access to Google Maps, Flights, Hotels, a…
42398
arashbehmand
learners-mcp Claim
Turns any source material into a guided learning experience with learning maps,…
N/A N/A
42399
fsbondtec
kicad-mcp Claim
Enables natural language interaction with KiCad projects, schematics, and PCBs,…
N/A N/A
42400
ondics
Enables browsing and managing CKAN data portals through MCP-compatible clients …
Showing 42351–42400 of 66534 servers
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