MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59551
squadhelp
Search, appraise, trademark-check, and buy premium brandable domain names from …
— ○ ⏳ — — — — — —
59552
Larshiensch99
FlowVolt Claim
Cold engine for B2B founders. Detects buying signals, drafts outreach, books qu…
— ○ ⏳ — — — — — —
59553
360CVGroup
FGCLIP-MCP Claim
MCP server for FG-CLIP embedding services enabling multi-modal similarity compu…
— ○ ⏳ — — — — — —
59554
jkwjkw1020-bot
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
— ○ ⏳ — — — — 81 —
59555
spranab
MCP server for managing hierarchical project tracking with PostgreSQL. Enables …
— ○ ⏳ — N/A N/A — — —
59556
CSOAI-ORG
project-management-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
59557
deficlow
Zipp Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
— ○ ⏳ — — — — — —
59558
Agentic-Private-Office
Family Office Knowledge Graph: read-only MCP door over the public record. Agent…
— ○ ⏳ — — — — — —
59559
ameernoufil
Angel One Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
— ○ ⏳ — N/A N/A — — —
59560
AliOsm
PasteHTML Claim
Publish, update, and organize HTML and Markdown pastes on PasteHTML as the auth…
— ○ ⏳ — — — — — —
59561
HaveBlue997
MCP server for OFAC SDN sanctions screening. Check names against US Treasury sa…
— ○ ⏳ — — — — 81 —
59562
EESHAN-ANAND
Persistent expense tracker backed by Neon Postgres with SQL tools for adding, e…
— ○ ⏳ — — — — — —
59563
mikimatsub
swsd Claim
MCP server for SolarWinds Service Desk: tickets, knowledge base, and the servic…
— ○ ⏳ — N/A N/A — — —
59564
A lightweight MCP server for Stata.
— ○ — N/A N/A — 81 —
59565
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
— ○ ⏳ — — — — 81 —
59566
pulkit-guglani
keep-mcp Claim
Enables users to create, search, and retrieve Google Keep notes via natural lan…
— ○ ⏳ — N/A N/A — — —
59567
Desmond-Labs
Provides AI-powered image analysis using Google Gemini 2.0 Flash, with support …
— ○ ⏳ — N/A N/A — — —
59568
ShopFarnow
VerditNxtGen Claim
A cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities be…
— ○ ⏳ — — — — — —
59569
cooa3e
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
— ○ ⏳ — N/A N/A — 95 —
59570
EverMint-app
evermint-mcp Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
— ○ ⏳ — N/A N/A — — —
59571
ICS-cz
clariBI Claim
AI business intelligence: sign up, ingest data, run analyses, generate reports …
— ○ ⏳ — — — — — —
59572
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
— ○ ⏳ — N/A N/A — 95 —
59573
grulex
An MCP server for calling gRPC methods from AI agents, enabling them to inspect…
— ○ ⏳ — N/A N/A — — —
59574
madasor
A Model Context Protocol server that enables AI assistants to request user feed…
— ○ ⏳ — N/A N/A — 95 —
59575
0xABADBABE-ops
Self-hosted MCP server for AI browser automation. Connects to your own Chromium…
— ○ ⏳ — — — — — —
59576
flagify-com
UniMCPSim Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
— ○ ⏳ — — — — — —
59577
nickcosmo
Fetches bike ride events from the Pedalpalooza calendar and allows LLMs to quer…
— ○ ⏳ — N/A N/A — — —
59578
compound-technologies
Summer Claim 1
Telehealth support for Claude, Codex and Cursor: investigate cases and connect …
— ○ ⏳ — — — — 67 —
59579
megha2432
Enables Claude to interact with Zeotap's Customer Data Platform through natural…
— ○ ⏳ — — — — 81 —
59580
aiua-dev
mcp-hub Claim
A lightweight control plane and local stdio agent that enables multiple MCP cli…
— ○ ⏳ — N/A N/A — — —
59581
Sigmodx
sigmodx-mcp Claim
Audit infrastructure for AI agents to log consequential decisions (invoice, GL,…
— ○ ⏳ — — — — — —
59582
InvoiceXML
InvoiceXML Claim
Create, validate, convert & extract compliant e-invoices (UBL, Factur-X, ZUGFeR…
— ○ ⏳ — — — — — —
59583
Autonomad1
travel Claim
AI travel agent — book flights, hotels, activities, and events worldwide via au…
— ○ ⏳ — — — — — —
59584
Thestral12
Postfleet Claim
Give an AI agent its own email address: send, reply, read, and wait for mail.
— ○ ⏳ — — — — — —
59585
Georges999
MeshLab-mcp Claim
MCP bridge for MeshLab enabling mesh operations via HTTP and TCP backends using…
— ○ ⏳ — N/A N/A — — —
59586
ad-vertly
adextract Claim
Ad libraries are public but fragmented. Every platform is a silo - different UI…
— ○ ⏳ — N/A N/A — — —
59587
financial-reports
Official MCP server for the FinancialReports API. Provides direct access to reg…
— ○ ⏳ — N/A N/A — — —
59588
vishal1145
Enables ChatGPT agents to store and retrieve reports in MongoDB Atlas, acting a…
— ○ ⏳ — — — — — —
59589
StevenLi-phoenix
Local daemon that bridges AI assistants to the local filesystem with read-only …
— ○ ⏳ — N/A N/A — — —
59590
kamolc4
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
— ○ ⏳ — — — — — —
59591
pipeworx-io
Access Baltimore open data (data.baltimorecity.gov) via ArcGIS REST API, enabli…
— ○ ⏳ — — — — — —
59592
emergencescience
mcp Claim
Post bounties, solve tasks, earn credits on Emergence Science — the agent econo…
— ○ ⏳ — N/A N/A — — —
59593
sssst1118
Enables AI assistants to query local conversation transcripts and relationship …
— ○ ⏳ — N/A N/A — 95 —
59594
seolint
seo-scanner Claim
Scan any website for SEO issues directly from Claude, Cursor, or any MCP client…
— ○ ⏳ — — — — 81 —
59595
oaslananka
kicad-studio Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
— ○ ⏳ — N/A N/A — — —
59596
sustinbebustin
citadel-mcp Claim
MCP server bundling per-stack documentation tools for coding agents.
— ○ ⏳ — N/A N/A — — —
59597
jihoho12
Automatically organizes PDF files into date-based folders, providing tools to m…
— ○ ⏳ — N/A N/A — — —
59598
CptBeerfest
mcp Claim
Live NFL, MLB, and NBA sports intelligence: injury signals, identity resolution…
— ○ ⏳ — — — — — —
59599
novyxlabs
novyx-mcp Claim
Persistent AI agent memory with rollback, audit trails, semantic search, and kn…
— ○ ⏳ — — — — 95 —
59600
atomno-mcp
mcp-egrul Claim
EGRUL/EGRIP company registry lookup for Russian legal entities and entrepreneur…
— ○ ⏳ — N/A N/A — — —
Showing 59551–59600 of 69093 servers