MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 3 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41551
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
N/A N/A 81
41552
ShigeruWakida
Enables AI assistants to send Windows toast notifications and dialog boxes, all…
N/A N/A
41553
pauling-ai
Enables natural language interaction with LinkedIn, including profile retrieval…
N/A N/A
41554
CSOAI-ORG
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41555
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
41556
NeuroFusionAI
fibo-mcp Claim
Provides financial agents access to the Financial Industry Business Ontology (F…
81
41557
sjgant80-hub
Exposes foldkit's 7-prime spine, κ-bands, and fold operations as MCP tools and …
N/A N/A
41558
krishnabhat
An MCP server that lets you log meals through Claude (and soon ChatGPT) in plai…
N/A N/A 95
41559
Galaxy-Dawn
kaggle-mcp Claim
A full-featured MCP server for the Kaggle API — competitions, datasets, kernels…
81
41560
sarteta
Read-only AWS cost diagnostic server that enables AI agents to detect idle reso…
41561
IlyaIvanchikov
WEEEK tasks by name, not IDs — an MCP server
N/A N/A
41562
sudhiksha1502-glitch
A production-ready agent system that automatically discovers and uses tools fro…
N/A N/A
41563
StatPan
AssemblyMCP Claim
Enables LLM clients to search and analyze bills, members, committees, meetings,…
N/A N/A
41564
manifullstackdeveloper
A proof-of-concept implementation that enables Amazon Bedrock AgentCore to inte…
81
41565
torify-dev
Torify gives AI agents the Japanese locale primitives that standard libraries l…
41566
mittwald
Enables querying etracker analytics reports via natural language. Provides tool…
41567
jeff-nasseri
Revolut MCP Claim
Bridges AI assistants with the Revolut Business API to enable banking operation…
41568
cristoferlabs
An MCP server that bridges Claude with AutoCAD, enabling to generate architectu…
41569
afrozk
An MCP server that enables searching for jobs across Australian platforms (Seek…
41570
aniliou-85
A smart proxy that aggregates multiple downstream MCP servers and enables natur…
N/A N/A
41571
HorizunGroup
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
N/A N/A
41572
ryanvo162
An MCP server that enables AI assistants to create, read, and edit Google Slide…
41573 N/A N/A 95
41574
FernandoSFT
MCP server for travel program search, comparison, and booking via Yourttoo API,…
N/A N/A
41575
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
41576
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
81
41577
pdwi2020
Enables MCP-compatible assistants to execute Python code, files, and notebooks …
N/A N/A
41578
universal-mcp
Provides a standardized interface for interacting with Google Drive tools and s…
41579
albertlieyingadrian
Provide a fast and easy-to-build MCP server implementation to integrate LLMs wi…
N/A N/A 95
41580
erniecode
Connects AI coding agents to FlutterFlow projects, enabling browsing, inspectio…
N/A N/A
41581
brovk2008
Enables LLMs to inspect, edit, analyze, and render PCB layouts in real-time usi…
N/A N/A
41582
junter1989k-ai
Norway payments for AI agents — cards / Klarna via Stripe. Never holds funds.
41583
calganaygun
Poke PC Claim
Provides a Dockerized MCP worker that gives Poke AI assistants persistent termi…
N/A N/A
41584
giuseppeferretti
MCP server that connects Claude to Microsoft 365 mail for inbox triage, search,…
N/A N/A
41585
adwhispr
Chat with any brand's Meta (Facebook/Instagram) ads inside Claude — research a …
41586
E0DUAR
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
41587
GowthamS05
Fetches and filters posts from JSON Placeholder API by userId, with support for…
41588
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
41589
IAMSamuelRodda
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
81
41590
ilenhart
Enables Claude to access the Danish school communication platform Aula.dk, allo…
N/A N/A
41591
doublegate
Enables AI assistants to execute 463 CyberChef data manipulation operations—inc…
41592
pipeworx-io
mcp-nyt Claim
Wraps The New York Times Developer APIs, enabling natural language querying of …
41593
cloudygetty-ai
mixxx-mcp Claim
MCP server for Mixxx DJ software that enables AI agents to control transport, m…
N/A N/A
41594
k-wakamatsu-tms
Remote MCP server for managing TickTick tasks and projects, offering 22 tools f…
41595
CSOAI-ORG
keyword-extractor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41596
domwoe
An MCP server for interacting with Kanton Luzern tax declarations on eSteuern.L…
41597
AmyJeanes
MCP server that analyzes images with Google's Gemini vision models, allowing ag…
41598
srotzin
MCP server for Hive Origin that stamps work hashes with dual-signed post-quantu…
41599
awslabs
Enables AI agents to assess AWS environments against the AWS Security Reference…
41600
ChalkWorld
Enables Claude to create and manage transactions in Aframe via the Aframe Open …
81
Showing 41551–41600 of 66534 servers
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