MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50501
ThaiTrevor
gold-mcp Claim
MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, …
— ○ ⏳ — N/A N/A — — —
50502
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
— ○ ⏳ — — — — 81 —
50503
PDgit12
knitbrain Claim
Local-first MCP server that gives any AI coding agent per-project memory, workf…
— ○ ⏳ — — — — — —
50504
chirag127
Enables DuckDuckGo search capabilities with full content extraction for AI agen…
— ○ ⏳ — N/A N/A — — —
50505
Vorim-AI-Labs
AI agent identity, permissions, trust scores, and tamper-evident audit trails v…
— ○ ⏳ — N/A N/A — — —
50506
emretheus
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
— ○ ⏳ — N/A N/A — — —
50507
AIops-tools
Queue AIops Claim
Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 t…
— ○ ⏳ — N/A N/A — — —
50508
luizrodrigues034
mcp-sing Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
— ○ ⏳ — N/A N/A — — —
50509
ap311036
Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed…
— ○ ⏳ — N/A N/A — — —
50510
dmclain
uv-mcp Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
— ○ ⏳ — N/A N/A — — —
50511
dataxplan-mcp Claim 1
Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fi…
— ○ — N/A N/A — 81 —
50512
aaronsb
Provides tools for interacting with Targetprocess, a project management and agi…
— ○ ⏳ — — — — 81 —
50513
st3v0rr
A Model Context Protocol server that enables running Cypher queries and retriev…
— ○ ⏳ — — — — — —
50514
Zeus-Deus
omarchy-mcp Claim
Enables semantic search over Omarchy, Arch Linux, and Hyprland documentation, a…
— ○ ⏳ — N/A N/A — — —
50515
Agentline Claim 1
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
— ○ — N/A N/A — 69 —
50516
damupi
This MCP server provides LLMs with programmatic access to Google Search Console…
— ○ ⏳ — — — — — —
50517
Srajangpt1
A lightweight MCP server for security reviews that injects security requirement…
— ○ ⏳ — — — — — —
50518
odoo-dgoo2308
Enables interaction with Odoo instances via XML-RPC, supporting CRUD operations…
— ○ ⏳ — — — — — —
50519
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
— ○ ⏳ — N/A N/A — 95 —
50520
MattJeff
Visa requirements for 39,585 passport-destination pairs in 15 languages.
— ○ ⏳ — N/A N/A — — —
50521
facesignai
facesign-mcp Claim
Build and test FaceSign step-up verification flows from your AI coding tool
— ○ ⏳ — — — — — —
50522
Ankur-stockheads
Assess UK lease tenant break clauses with grounded citations and a measured hal…
— ○ ⏳ — N/A N/A — — —
50523
olamide226
Private MCP server for managing Gmail, custom IMAP/SMTP email, Slack notificati…
— ○ ⏳ — N/A N/A — — —
50524
moyohussein
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
— ○ ⏳ — — — — — —
50525
atharvpatwardhan
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
— ○ ⏳ — — — — — —
50526
pipeworx-io
mcp-hibp Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
— ○ ⏳ — — — — — —
50527
pipinho13
A beginner-friendly MCP server for managing personal notes. Enables Claude to c…
— ○ ⏳ — N/A N/A — — —
50528
AhmadTheTech
Enables AI agents to manage WordPress sites through the WordPress REST API, sup…
— ○ ⏳ — — — — — —
50529
hamada-minoro
A centralized MCP server for internal technical documentation that integrates w…
— ○ ⏳ — N/A N/A — — —
50530
Koradji77
heropen Claim
A local memory server for AI agents that stores and retrieves information via M…
— ○ ⏳ — N/A N/A — — —
50531
sherweb-development
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
— ○ ⏳ — — — — — —
50532
tomjwxf
Offline receipt verifier. Ed25519 signature verification without contacting any…
— ○ ⏳ — N/A N/A — 95 —
50533
DELIGHT-LABS
Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transact…
— ○ ⏳ — N/A N/A — 95 —
50534
runapi-ai
z-image-mcp Claim
Enables text-to-image generation using Z Image models via RunAPI, with task man…
— ○ ⏳ — — — — — —
50535
Prototypr
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
— ○ ⏳ — — — — — —
50536
CSOAI-ORG
Enables cyber defenders to query ATT\&CK techniques, list tactics, map incident…
— ○ ⏳ — — — — — —
50537
marketing-6nqf
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
— ○ ⏳ — — — — 81 —
50538
breezykalama
An experimental MCP server that lets AI agents interact with guarded payment wo…
— ○ ⏳ — — — — — —
50539
AutomateLab-tech
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
— ○ ⏳ — N/A N/A — — —
50540
Hackerobi
This MCP server connects Claude Desktop to a Velociraptor instance and local fo…
— ○ ⏳ — — — — — —
50541
Sarg338
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
— ○ ⏳ — N/A N/A — 83 —
50542
jaccoklouwer
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
— ○ ⏳ — N/A N/A — — —
50543
toothlesstarantula
mcp-finance Claim
MCP server for capturing and classifying daily expenses, built with Node.js and…
— ○ ⏳ — — — — — —
50544
jclement
Monica MCP Claim
A self-hosted, multi-user gateway that exposes Monica personal CRM to AI agents…
— ○ ⏳ — — — — — —
50545
CloudBrowser-AI
CloudBrowser Claim
Give AI agents a real cloud Chrome: open sessions, navigate, read pages, click,…
— ○ ⏳ — — — — — —
50546
henryspatialanalysis
Close API Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
— ○ ⏳ — — — — — —
50547
nicholsonpeter
acumatica Claim 1
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
— ○ ⏳ — N/A N/A — 83 —
50548
goodmartins
Exposes Scrapling web scraping framework as MCP tools for Claude Code, enabling…
— ○ ⏳ — N/A N/A — — —
50549
dwin-gharibi
A self-hostable MCP server that exposes Roshan AI's Alefba OCR service as tools…
— ○ ⏳ — — — — — —
50550
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that enables rea…
— ○ ⏳ — N/A N/A — 95 —
Showing 50501–50550 of 69199 servers