MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34501
ArjunDivecha
ibkr-mcp-server Claim 1
MCP server for Interactive Brokers API integration, enabling account management…
N/A N/A 95
34502
lazymac2x
Cloudflare Workers MCP server: ai-rate-limit-tracker
34503
granoflow
Granoflow Claim
Connect AI agents to Granoflow for tasks, reviews, and spaced-review memory car…
N/A N/A
34504
MSR327
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
N/A N/A
34505
kodeyai
Detect and list form fields in any PDF. Fill forms with your data and receive t…
N/A N/A 95
34506
oWretch
Enables AI assistants to discover and control ZenControl DALI-2 lighting system…
34507
K-13ROBOT
Enables natural language control of HFSS (v2019-2025) for antenna modeling, sim…
N/A N/A
34508
dvejsada
mealie-mcp Claim
A read-only MCP server for Mealie that enables searching recipes, managing shop…
34509
anilcancakir
This MCP server enables AI agents to search, discover, and install skills from …
34510
VautlixDevelopment
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
81
34511
Xingwen37
Enables AI to control RIGOL DHO/HDO oscilloscopes and SIGLENT SDG1000X signal g…
N/A N/A
34512
b-shields
cmxflow Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
N/A N/A
34513
shifusen329
live2d-mcp Claim
A simple MCP server that implements a note storage system allowing users to add…
N/A N/A 95
34514
mukul975
Enables AI assistants to manage, monitor, and optimize PostgreSQL databases wit…
34515
yashasawarokt
An MCP server that connects Claude to your Google Chat workspace, enabling sear…
N/A N/A
34516
sowhan
skill-search Claim
Semantic, on-demand skill retrieval for Claude Code that saves tokens and impro…
N/A N/A
34517
nol-mcp Claim 1
nol MCP server -- search, cited Q&A, and pages over your team's knowledge base
N/A N/A 81
34518
lemaitregabinpro-creator
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
81
34519
MdNazishArmanShorthillsAI
MCP Server for interacting with the Langflow API via a natural language interfa…
34520
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
N/A N/A 81
34521
Thanhdeptr
Enables AI-powered Kubernetes management using natural language, supporting kub…
34522
CSOAI-ORG
legal-document-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34523
ccchenhuohuo
Remote MCP server for read-only Sorftime Enterprise API access, enabling produc…
N/A N/A
34524
xja1023789-collab
Enables AI models to scrape and extract data from any website globally using Th…
81
34525 N/A N/A 95
34526
re-port-flow
Generate PDF reports (invoices, contracts, statements) from [ReportFlow](https:…
34527
VeniceEsse
vvvesse Claim
ESSE (Existence Synchronization System Entity) — a meta-agent MCP server that f…
34528
VitalyMalakanov
A powerful MCP server that enhances LLMs with advanced sequential thinking capa…
34529
MandarGavali
Enables external AI clients to query and interact with a personal knowledge ass…
N/A N/A
34530
RevelDigital
Enables AI assistants to manage digital signage infrastructure through the Reve…
34531
marce1994
mueblito Claim
Diseño de muebles 3D para Argentina: cotización en ARS, despiece para la madere…
34532
madebyaris
A Model Context Protocol (MCP) server that enables multiple AI agents to share …
N/A N/A
34533
ramarivera
PAL MCP Claim
A Model Context Protocol server that connects multiple AI models into a single …
34534
easyweek
Connects AI assistants to Nightscout for real-time glucose monitoring, analysis…
34535
game_dev
gdep Claim
🎮 gdep — Game Codebase Analysis Tool Understand a Unity/UE5/Axmol project in 0.…
N/A N/A 95
34536
tommysdaniel
Connects AI tools to InfluIQ for analyzing influencers, discovering creators, a…
34537
jgauffin
Persistent, structured memory server for AI agents using the Model Context Prot…
N/A N/A
34538
Yookio-Z
Enables LLMs and AI agents to interact with AFSIM through standardized MCP tool…
N/A N/A
34539
kobepaw
goop-shield Claim
MCP server that provides runtime defense for AI agents, protecting against prom…
N/A N/A
34540
Jtuppack
Provides tools to search and enrich people and companies, retrieve job postings…
N/A N/A
34541
mobil3801
Connect to your Supabase project to explore and query your database. List table…
N/A N/A 95
34542
MasterPlayspots
MotionSpec Claim
Hallucination-proof scroll motion: LLM writes validated specs, deterministic GS…
N/A N/A
34543
GetDial-AI
Dial Claim
Communication stack for AI agents: SMS, AI voice calls, phone numbers, and acco…
34544
MSR806
MCP server for agent-maintained memories, allowing creation, reading, updating,…
N/A N/A
34545
phildougherty
Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assis…
34546
pipeworx-io
mcp-eurostat Claim
Enables querying Eurostat statistical data through natural language or direct M…
34547
sotayamashita
Converts any OpenAPI/Swagger API specification into MCP tools that AI assistant…
34548
junter1989k-ai
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, sta…
34549
Compuute
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
34550
NabheetCloud
Unofficial read-only MCP server for your local WhatsApp chat history (stays on …
N/A N/A 81
Showing 34501–34550 of 67181 servers
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