MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52351
denizzeybek-fe
Automated MCP server for the Insider Design System. Enables AI assistants to di…
N/A N/A
52352
Marsmanleo
MarsNMe Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
N/A N/A
52353 N/A N/A 95
52354
rivka-git
Enables fetching weather forecasts for Israeli cities via browser automation wi…
N/A N/A
52355
MakiDevelop
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
N/A N/A
52356
Batonec
Enables personal AI-driven portfolio analysis and management for Tinkoff Invest…
52357
vianel
Enables semantic search over knowledge-base articles and listing of sample supp…
N/A N/A
52358
hwalde
An MCP server for generating and editing images using Google Gemini Imagen via …
N/A N/A
52359
Drahoxx
Execute Python code via subprocess with timeout and error handling, returning s…
N/A N/A
52360
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
52361 N/A N/A 95
52362
mjmarrazzo
Spectacle Claim
An MCP server that lets Claude query, search, and explore OpenAPI specification…
N/A N/A
52363
tamlut-modnys
Enables Claude to interact with Telegram, including listing chats, reading mess…
52364
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
81
52365
wgarrido
MCP Browser Claim
MCP server that lets AI assistants browse the web through your real Chrome with…
N/A N/A
52366
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
52367
lukew0824
plaid-mcp Claim
Self-hosted MCP server enabling Claude to query bank accounts, balances, and tr…
52368
jean-johnson-zwix
arm-code-mcp Claim
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…
N/A N/A
52369
Willbrownfield007
kickserv-mcp Claim
MCP server for Kickserv field service management that enables AI agents to read…
52370
AppFreeticket
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
52371
Gingiris-1031
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pri…
52372
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
52373
nhattan-dev
A cloud backend for a voice assistant that processes natural language commands,…
52374
qiobn
arcpro-mcp Claim
Enables natural language control of live ArcGIS Pro sessions through the Model …
N/A N/A
52375
WRG-11
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
52376
niharxavier
A remote MCP server that lets your Poke agent create and edit Google Docs.
52377
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
52378
iflow-mcp
An MCP server that provides expert knowledge on the OpenAI API, powered by RAG.…
52379
drboden
Enables Claude to update existing Google Drive files in place via a service acc…
52380
Veedubin
videre-mcp Claim
Bridges vision models to text-only coding models using Florence-2, enabling non…
N/A N/A
52381
smochan
Multi-language code-graph MCP server with 18 tools for structural code queries …
N/A N/A
52382
jbarket
loom Claim
Provides persistent identity and memory for AI agents across MCP-compatible har…
N/A N/A
52383
attilad
An MCP server that integrates with the BoardGameGeek XML API, allowing Claude t…
81
52384 N/A N/A 95
52385
alejandro-ao
MCP server providing access to the GNews API for fetching news articles and hea…
52386
stephen37
Enables LLMs to interact with Milvus vector database for search, query, and col…
52387
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A 95
52388
theYahia
jazzcash-mcp Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
52389
astafford8488
pitchiq-mcp Claim
Agent-native CRM + get-booked platform. Operate over MCP, or pay per call via x…
52390
kelnix
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
81
52391
bencousins22
ok Claim
N/A N/A 95
52392
keyhalve
Free, no-account verification of KeyHalve-sealed documents. Read-only; never re…
52393
agency-ai-dev
Create, launch, and manage Meta + Google ads from Claude and ChatGPT.
52394
Zaloog
kanban-tui Claim
MCP server for kanban-tui, a terminal-based task manager, that exposes task, bo…
N/A N/A
52395
w4zu
impots-mcp Claim
Transforms Claude into a French tax assistant specialized in French taxation, c…
N/A N/A
52396
gholtzap
Provides Claude Code with access to peer-reviewed medical information from Medl…
N/A N/A
52397
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
N/A N/A
52398
cogni-dao
An MCP server that exposes Postman API requests as tools, enabling natural lang…
52399
yeominsoo
NVIDIA MCP Claim
Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions,…
N/A N/A
52400
joshdougall
memory-mcp Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
Showing 52351–52400 of 67226 servers