MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29562
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46501
romankonoplinai-arch
Provides 43 tools for complete Supabase control including database operations, …
81
46502
mcpland
dynamic-mcp Claim
Dynamic MCP server for Node.js enabling runtime tool creation, management, and …
46503
thrr87
Hoard Claim
Local MCP server for indexing personal knowledge into SQLite with hybrid search…
46504
graphpilot-oss
graphpilot Claim
Structural memory for coding agents. Indexes TypeScript/JavaScript repos and ex…
N/A N/A
46505
KyaniteLabs
Epoch Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
N/A N/A
46506
gastonmorixe
Exposes a standardized web search tool via Brave Search for MCP clients like Co…
46507
africanmarketos591
Relational-readiness and market-permission tools for African and high-context m…
46508 N/A N/A 95
46509
mcp-v1 Claim 1
Sub-cent factual claim verification against live data sources.
N/A N/A 81
46510
oaslananka
Production-grade Model Context Protocol server for Google NotebookLM that lets …
46511
sajadghawami
sevdesk-mcp Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
46512
Vektor-Memory
Slipstream - Built by Vektor Memory - a persistent multi-layered memory archite…
N/A N/A
46513
mister-good-deal
A local MCP server for Jenkins that provides 17 tools to interact with Jenkins …
46514
jaejin0me
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
N/A N/A 95
46515
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
46516
Lexus2016
Provides persistent, local-first memory with knowledge graph and hybrid search …
N/A N/A
46517
Jcorderop02
MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, Qo…
N/A N/A
46518
intruder-io
test Claim
N/A N/A 95
46519
memgraph
A lightweight server implementation of the Model Context Protocol that connects…
81
46520
ckbk
A comprehensive New York City subway information portal providing riders with r…
N/A N/A 95
46521
a2cr
A2CR Claim
Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.
N/A N/A
46522
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
81
46523
Rishav0123
Sentimatix Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
46524
alokbarnwal
Analyze any Nifty 500 stock with AI — price action, demand zones, technicals & …
46525
hiroshic9-png
transcode Claim
Japan market intelligence — 22 MCP tools, 10 government/exchange data sources
N/A N/A
46526
teradata-labs
An MCP server that provides comprehensive monitoring and management capabilitie…
46527
ryaker
A Model Context Protocol server that enables Claude to interact with MongoDB da…
46528
vaebe
Leverage the GitHub search API to enhance your applications with powerful searc…
N/A N/A 95
46529
1145-am
Structured company & industry news for AI agents: typed, dated, source-linked e…
46530
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
81
46531
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
46532
Writehand-Solutions
productised Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
N/A N/A
46533
pipeworx-io
Gdelt Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
46534
interzoid
data-quality Claim 1
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
N/A N/A 95
46535
altary-app
Enables Claude to integrate with Altary error management service for retrieving…
81
46536
ARQAWA
code_nav MCP Claim
Deterministic code navigation MCP server for Codex/CodeCLI that provides compac…
N/A N/A
46537
optimusbasti
Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
81
46538
eventtrader
EventTrader Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
N/A N/A
46539
linkguard-mcp Claim 1
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
N/A N/A 69
46540
wimi321
A standalone MCP server for Windows desktop control, enabling screenshots, mous…
N/A N/A
46541
cureonics
Canlı sahibinden.com emlak arama, detay çekimi, akıllı filtreleme (bina yaşı, k…
81
46542
davidmosiah
Meta-MCP that auto-detects installed wellness connectors and composes them into…
N/A N/A
46543
TunnelMind
Scry Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
46544
rabqatab
Enables searching and retrieving Korean legal information including laws, court…
N/A N/A 95
46545
mjramesh
Provides real-time London area intelligence including postcode data, crime, sch…
N/A N/A
46546
0xshariq
A comprehensive MCP server that provides advanced Docker operations through a u…
N/A N/A
46547
MCP server for Gearlynx Atari Lynx emulator
N/A N/A 81
46548
MaryamZi
Enables retrieval-augmented generation by embedding queries with a chosen provi…
46549
OzorOwn
frostbyte Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
N/A N/A 83
46550
atoolz
flyte-mcp Claim
Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assista…
Showing 46501–46550 of 46593 servers