MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29814
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55001
grandgaev
kwork-mcp Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
N/A N/A
55002
aswin-sankaranarayanan
Exposes JIRA sprint data as MCP tools and prompts, with mock data and a pluggab…
55003
heiths
Enables users to access and query the ORKL Threat Intelligence Library, includi…
55004
DovgiyA
Enables developers to check system service status, retrieve project documentati…
N/A N/A
55005
accountsalmar
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
81
55006
doudoufu
Enables parsing, analysis, and export of power measurement data from Monsoon Po…
N/A N/A
55007
OctoPerf
octoperf Claim
Drive OctoPerf load testing from any AI agent: import, edit, validate, run scen…
55008
OldFamilyRecipe
Preserve grandma's handwritten recipe cards before they're lost. 13 MCP tools t…
55009
MissingLinkz
MissingLinkz Claim
Campaign link builder & pre-launch validator. Builds UTM links, validates desti…
N/A N/A 95
55010
Jeffreytsai1004
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
N/A N/A
55011
NG-PR0JECT
mcp-watched Claim
API-first website change detection with native MCP support
55012
crisog
Unofficial MCP server for Railway that enables managing Railway infrastructure …
55013
luisrodriguesphd
Enables hybrid search over policies using Reciprocal Rank Fusion and provides g…
55014
arnold-commits
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
N/A N/A 95
55015
CSOAI-ORG
flight-logger-mcp MCP server by MEOK AI Labs
N/A N/A
55016
CE-RISE-software
Helps plan and reuse CE-RISE Digital Passport components, models, and deploymen…
N/A N/A
55017
drolosoft
go-docs-mcp Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
N/A N/A
55018
p-w-4-z
calendar-mcp Claim
Provider-agnostic CalDAV calendar MCP server that connects any CalDAV calendar …
N/A N/A
55019
mnewby20305
Enables Claude to manage GoHighLevel CRM contacts, pipelines, and workflows thr…
55020
biothings
Enables integration between MCP-compatible clients and APIs registered in the S…
55021
checkra1neth
xbird Claim
Twitter/X MCP server — 30 tools with x402 micropayments. Runs locally from your…
N/A N/A 67
55022
CSOAI-ORG
fishkeeper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
55023 N/A N/A 95
55024
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
55025
sandraschi
bumi-mcp Claim
MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with suppo…
55026
BigStationW
Enables tool-calling LLMs to search the internet, capture website images, extra…
N/A N/A
55027
shining55-peach-p0lb
FORMLOVA Claim
Chat-first form service with 127 MCP tools across 25 categories. Create, manage…
81
55028
CSOAI-ORG
file-organizer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
55029
groupdocs-annotation
MCP server for GroupDocs.Annotation — add, list, update, remove document annota…
N/A N/A
55030
idean3885
Enables automatic collection and AI analysis of Slack messages to create organi…
55031
LLM routing and A-share market phase signals via LG framework.
67
55032
iamishaan24
Enables AI assistants to interact with Jenkins CI/CD servers, including checkin…
55033
superyw123
teste Claim
N/A N/A 95
55034
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
N/A N/A 95
55035
MuhDur
oraclemcp Claim
Engine-free, safe-by-default Oracle Database MCP server with a fail-closed SQL …
N/A N/A
55036
angelafeliciaa
TabulaRAG Claim
Enables AI assistants to query tabular data (CSV/TSV) using natural language wi…
55037
TJC-LP
Enables AI-powered document automation and data manipulation with Coda.io throu…
55038
CSOAI-ORG
expense-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
55039
NUbem000
A Model Context Protocol server adapted for Google Cloud Platform that enables …
N/A N/A 95
55040
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
55041
CSOAI-ORG
gods-eye-geospatial-mcp MCP server by MEOK AI Labs
N/A N/A
55042
senivel
An MCP server that connects AI assistants to YNAB budgets, enabling natural lan…
55043
P4ST4S
mcp-audit Claim
Transparent Go proxy that intercepts, signs, rate-limits, redacts, and audits a…
N/A N/A
55044
sk1122
notion Claim
N/A N/A 95
55045
CustomBlinds
South Africa's first AI-transactable blinds, shutters and awnings catalogue wit…
55046
domdomegg
Allow AI systems to list, create, update, and manage Google Calendar events.
N/A N/A 75
55047
FLock-io
Provides comprehensive access to Ethereum blockchain data through the Etherscan…
55048
creatorcrawl
CreatorCrawl Claim
It is a social media MCP that allows the user to connect their agents to multip…
55049
bram2w
baserow Claim
Baserow database integration with table search, list, and row create, read, upd…
N/A N/A 95
55050
JustVugg
cli-use Claim
Turn any MCP server into a CLI in one command.
N/A N/A
Showing 55001–55050 of 57357 servers