MCP Server Quality Scores

Independent quality analysis of 69313 public MCP servers

69313
Discovered
→
33947
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44301
rakanalalami
Kamy Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
— ○ ⏳ — — — — 81 —
44302
comparedge
ComparEdge Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
— ○ ⏳ — N/A N/A — — —
44303
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
— ○ ⏳ — N/A N/A — 95 —
44304
EvandroSchechtel
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
— ○ ⏳ — — — — 81 —
44305
mplogas
psu-mcp Claim
MCP server for programmable bench power supply control, enabling autonomous boo…
— ○ ⏳ — N/A N/A — — —
44306
HO44-PROJECT
JMRI MCP Claim
JMRI voice/chat control for DCC model railroads
— ○ ⏳ — N/A N/A — — —
44307
derrikjb
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
— ○ ⏳ — N/A N/A — 95 —
44308
youjunxiaji
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
— ○ ⏳ — N/A N/A — — —
44309
ignaciotachini
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
— ○ ⏳ — N/A N/A — — —
44310
madtank
Exposes Amazon Nova Act browser-automation tools via the Model Context Protocol…
— ○ ⏳ — — — — — —
44311
parserelay
Enables document parsing into structured, confidence-scored fields via the scan…
— ○ ⏳ — — — — — —
44312
Humanform Claim 1
Anthropometric prediction API: predict measurements, list countries, list measu…
— ○ — N/A N/A — 69 —
44313
oemoem12
Provides local agent capabilities for LM Studio including file I/O, terminal ex…
— ○ ⏳ — — — — — —
44314
Milor123
A minimalist MCP server that fetches transcripts from YouTube videos using the …
— ○ ⏳ — — — — — —
44315
LiterallyBlah
Dradis MCP Claim
Integrates with Dradis Pro to manage projects, vulnerabilities, content blocks,…
— ○ ⏳ — — — — — —
44316
nyx-builds
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
— ○ ⏳ — N/A N/A — — —
44317
ownmemoryhq
OwnMemory Claim
Encrypted memory for Claude, on a server you deploy to your own Cloudflare acco…
— ○ ⏳ — — — — — —
44318
prenats
An MCP server that enables Claude Code to generate context-aware images using l…
— ○ ⏳ — N/A N/A — — —
44319
sandraschi
A FastMCP server providing comprehensive file system, Docker, and Git operation…
— ○ ⏳ — N/A N/A — — —
44320
herotech101
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
— ○ ⏳ — N/A N/A — — —
44321
mailgent
hivekey.ai Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
— ○ ⏳ — — — — 81 —
44322
Bishop81
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
— ○ ⏳ — N/A N/A — — —
44323
pzfreo
MCP server that exposes build123d parametric CAD operations as tools, enabling …
— ○ ⏳ — N/A N/A — — —
44324
bina165
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
— ○ ⏳ — N/A N/A — — —
44325
tether-md
Tether MD Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
— ○ ⏳ — N/A N/A — — —
44326 — ○ ⏳ — N/A N/A — 95 —
44327
crevio
Crevio Claim
AI that runs your business so you don't have to.
— ○ ⏳ — N/A N/A — 95 —
44328
Quartalis
A minimal MCP server with calculator and memory store tools, ready to use with …
— ○ ⏳ — N/A N/A — — —
44329
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
— ○ ⏳ — N/A N/A — — —
44330
halilcengel
IzmirMCP Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
— ○ ⏳ — — — — — —
44331
mortada7-11
A Model Context Protocol server that exposes SQL Server metadata and read-only …
— ○ ⏳ — — — — — —
44332
moinsen-dev
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
— ○ ⏳ — N/A N/A — — —
44333
junter1989k-ai
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
— ○ ⏳ — — — — — —
44334
srotzin
Pre-attestation gate for AI inference that checks compliance conditions and iss…
— ○ ⏳ — — — — — —
44335
treesoop
ai-news-mcp Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
— ○ ⏳ — — — — — —
44336
clemsai
Give AI agents their own email inboxes. Create, send, receive, and manage email…
— ○ ⏳ — — — — — —
44337
AkbariKishan
Memory MCP Claim
An advanced cognitive memory agent for AI chatbots that provides long-term, aut…
— ○ ⏳ — N/A N/A — — —
44338
fedosis
An independent memory service for AI agents that stores and retrieves facts wit…
— ○ ⏳ — N/A N/A — — —
44339
ajmalaksar25
gsc-mcp Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
— ○ ⏳ — N/A N/A — — —
44340
BounceProtect
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
— ○ ⏳ — — — — — —
44341
toreydai
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
— ○ ⏳ — — — — — —
44342
fluentive
Information, FAQs, features, and pricing for Fluentive's task management platfo…
— ○ ⏳ — — — — — —
44343
pipeworx-io
data-seattle Claim
Enables querying Seattle open data from data.seattle.gov via the Socrata SODA A…
— ○ ⏳ — — — — — —
44344
Y-Sky-bro
nexus-memory Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
— ○ ⏳ — N/A N/A — — —
44345
uetuluk
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
— ○ ⏳ — N/A N/A — — —
44346
adebayojuwon200-pixel
layergen-mcp Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
— ○ ⏳ — N/A N/A — — —
44347
linera-io
Enables Claude to increment and query a counter deployed on the Linera blockcha…
— ○ ⏳ — N/A N/A — — —
44348
rozbijbank
Rozbij Bank Claim
Compare personal and business bank accounts, savings, and deposits specifically…
— ○ ⏳ — — — — 81 —
44349
ahad-raza24
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
— ○ ⏳ — — — — — —
44350
wyre-technology
MCP server for Ironscales — phishing incident management, email classification,…
— ○ ⏳ — — — — — —
Showing 44301–44350 of 69313 servers
« Prev 1 … 885 886 887 888 889 … 1387 Next »