MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54301
olegtyshcneko
KSeF MCP Claim
Single-tenant MCP server for Polish KSeF e-invoice workflows, supporting local …
54302
adriangonzalezIABD
DocFiller Claim
Enables generating PDFs from DOCX/ODT templates using MCP with support for Open…
N/A N/A
54303
martin-nmc8
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
81
54304
vaibhavpandeyvpz
cronmcp Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
N/A N/A
54305
uchimanajet7
Lightweight MCP server using OpenAI Responses API with built-in web search, ena…
54306
vijayeshmt
Enables AI-powered manufacturing operations analysis and automated report gener…
54307
keugenek
MCP server for Krea.ai enabling AI image and video generation using models like…
54308
7ossamfarid
mcp-mindmesh Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
54309
pawelojdowski
SAOS MCP Claim
Provides access to Polish court judgments from the SAOS database. Enables searc…
54310
shangdongwei
Provides Mermaid code validation and iterative line-level repair to fix syntax …
N/A N/A
54311
TouristShaun
mcp-brain Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
54312
jmsgfc
eNSP-MCP Claim
MCP server for managing Huawei eNSP network simulation experiments, enabling to…
N/A N/A
54313
yksanjo
fusion-mcp Claim
Enables MCP clients to call OpenRouter Fusion, which queries a panel of models …
54314
get-mdpilot
MDPilot MCP Claim
CP server that generates AGENTS.md and CLAUDE.md from your real repo, verifies …
N/A N/A
54315
faisalkcmvp
A NestJS MCP server that extracts tables from documents (PDF, etc.) into a sing…
N/A N/A
54316
monirul8888
AI-powered Teacher Assistance MCP Server for managing student records with Post…
N/A N/A
54317
laszlopere
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
54318
jidehen
Enables flight search between airports using the Duffel API, returning flight o…
54319
elliot-evno
A basic MCP server built with FastMCP framework that provides simple utility to…
N/A N/A 95
54320
sourcegate
Enables Claude to search and retrieve meeting information from Fathom AI throug…
54321
agentbankmcp
Merchant-side MCP server for agentbank that lets merchants read their own order…
54322
yunwanshu
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
N/A N/A
54323
rick001
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
N/A N/A
54324
abdulrahman-nabil99
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
54325
evertrust
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
54326
revolutionarybukhari
psx-mcp Claim
MCP server that exposes Pakistan Stock Exchange data (quotes, dividends, announ…
54327
janfincke
An MCP server that provides AI assistants with access to the EARLY time trackin…
54328
yuki-20
CornMCP Claim
Enables AI coding agents to perform surgical code analysis, semantic memory, an…
N/A N/A
54329
danchev
openmarkets Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
54330
goddivor
teams-mcp Claim
Enables AI assistants to interact with Microsoft Teams, users, chats, files, an…
54331
prufa-dev
prufa-mcp Claim
Point your coding agent at a URL and get a real-browser QA audit: broken signup…
54332
jeddog16
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
54333
AutomatAI
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
54334
mquan
nimble Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
N/A N/A
54335
charanchelloju
Enables AI assistants to query Maven artifacts in JFrog Artifactory by reusing …
N/A N/A
54336
Alec2435
A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
54337
Denuwanhh
Enables natural language querying of PostgreSQL databases under read-only mode,…
N/A N/A
54338
AlexeySamosadov
VaultPDF MCP Claim
A local PDF manipulation server for AI agents that provides tools for merging, …
N/A N/A
54339
baekbeombyeon
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
N/A N/A
54340
lprdgds
Screens DIBBS RFQs for micro-purchase viability using deterministic logic witho…
54341
petrsovadina
CzechMedMCP Claim
An MCP server with 60 tools connecting AI assistants to Czech healthcare databa…
54342
jmagar
UniFi MCP Claim
Enables management of a local UniFi controller, including devices, clients, net…
54343
jhongjun1981
An MCP server for scraping product data from Taobao/Tmall and JD.com, providing…
54344
edithatogo
sourceright Claim
reference and citation validation, verification, enrichment, replacement and im…
54345
MartinCeska
pcs-mcp Claim
MCP server exposing ProCyclingStats teams, riders, and races data by scraping s…
54346
jairodriguez
Inkstone Claim
Automatically extracts and indexes knowledge from AI sessions and files using l…
N/A N/A
54347
WesleySalzer
GameCodex Claim
A game development MCP server with 950+ curated docs across 29 engines and 5 po…
N/A N/A
54348
qinisolabs
localecheck Claim
Verified locale data for AI agents: dates, phone numbers, currency formatting, …
N/A N/A
54349
merciless-artist
else_when Claim
N/A N/A 95
54350
selamy-labs
memory-mcp Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
N/A N/A
Showing 54301–54350 of 54421 servers