MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37451
AleemHaider
An MCP server that wraps instagrapi to read, engage, and send DMs from a person…
N/A N/A
37452
garzarobm
wilow-mcp Claim
N/A N/A 95
37453
DeepMyst
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
N/A N/A
37454
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
37455
lithvall
TrustBench Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
37456
bromaniac
sek-fx-mcp Claim
Fetches exchange rates from Riksbanken API for currencies to Swedish kronor usi…
37457
takanorisuzuki
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
37458
Safae-az
MCP server providing data analytics tools for AI agents to load, clean, analyze…
N/A N/A
37459
madnh
A comprehensive Model Context Protocol (MCP) server for SQLite database operati…
N/A N/A
37460
pluralityworks
Threadminder Claim
Persistent context for Claude. Your AI always knows your projects and next acti…
37461 N/A N/A 95
37462
avotsai
avots Claim
Image, video, audio, face-swap, talking avatars and chat across 300+ AI models,…
37463
brainOS-HQ
Brain OS Claim
Persistent operational state for AI agents. Decisions, plans, priorities, and p…
N/A N/A
37464
stagproject
SEC EDGAR filing MCP for equity research agents: search 10-K/10-Q/8-K with Comp…
N/A N/A
37465
swimmwatch
CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool …
37466
aniekanasuquookono-web
Archiet Claim
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabili…
N/A N/A
37467
thecreativelabs
plutio-mcp Claim
Enables Claude and other MCP clients to interact with Plutio's business platfor…
37468
hyi
litcoin-mcp Claim
Enables querying the LitCoin knowledge graph for nodes, edges, and relationship…
N/A N/A
37469
soil-dev
loomiomcp Claim
Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors.…
37470
b-shields
cmxflow Claim
Composable, tunable cheminformatics workflows: prepare ligands, cluster, virtua…
N/A N/A
37471
developer2013
bricks-mcp Claim
Comprehensive MCP server for Bricks Builder with 100+ tools to manage pages, te…
N/A N/A
37472
MCP-Mirror
Implements a structured development workflow for LLM-based coding with feature …
N/A N/A 95
37473
zhouxiangjing
mcp-ssh Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
N/A N/A
37474
juvantlabs
Model Context Protocol server wrapping Microsoft Graph API for OneDrive, ShareP…
37475
dkvdm
An MCP server that enables secure credential retrieval from 1Password to be use…
N/A N/A 95
37476
Future-Proof-DS
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
37477
gautam84
A remote MCP server that gives AI agents structured access to Google Play and t…
37478 N/A N/A 95
37479
xyzdevvv
Nuvio-MCP Claim
A framework that helps developers quickly build AI Native IDE products.
N/A N/A 95
37480
andrej-reeg
Enables Claude to create, query, and modify BIM elements in Allplan via natural…
N/A N/A
37481
MATCHUP-LABS
Real-time NYC TLC for-hire vehicle license verification and renewal-window lead…
N/A N/A 83
37482
PJW2004
job-search Claim
Search Korean job postings from JobKorea and Saramin by company name
N/A N/A 95
37483
Gitmaxd
An MCP server that enables AI assistants to manage Context Repo prompts, docume…
N/A N/A
37484
navanithbharadwaj
streams Claim
N/A N/A 95
37485
chmald
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
37486
NorahZager
This server enables multi-agent conversations for interacting with Cirro's biol…
81
37487
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
37488
stormbliss
Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet…
37489
saju-from-seoul
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, F…
81
37490
diganto-deb
A file organization MCP server that safely categorizes and manages files in all…
N/A N/A
37491
tmdaidevs
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
N/A N/A
37492
doohinkus
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
N/A N/A
37493
daniilpet
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
N/A N/A
37494
Arkel-ai
Provides tools to interact with the Attio API, enabling management of resources…
N/A N/A
37495
Gravitied
TokenHub MCP Claim
A production-packaged Model Context Protocol server for coding agents that rout…
N/A N/A
37496
cturkieh
French territorial intelligence MCP: cross-reference health, business & geo pub…
37497
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
37498
josh-thurston
Enables management of Vanta compliance platform resources including controls, v…
81
37499
wearesociety
Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and …
N/A N/A
37500
protostatis
unbrowser Claim
Lightweight browser MCP server for LLM agents. Runs JavaScript, follows links, …
N/A N/A
Showing 37451–37500 of 43459 servers
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