MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55551
RayssaMansur
Specialized MCP server for digital marketing and social media management, enabl…
— ○ ⏳ — N/A N/A — — —
55552
dacmail
A read-only MCP server that enables Claude to monitor Indexa Capital investment…
— ○ ⏳ — — — — — —
55553
DataCovey
NornWeave Claim
Open-source, self-hosted Inbox-as-a-Service API for AI agents. It enables agent…
— ○ ⏳ — — — — — —
55554
evo-hydra
Enables AI agents to map cross-repository dependencies, detect breaking changes…
— ○ ⏳ — N/A N/A — — —
55555
eltonf
Enables schema introspection and safe read-only queries on MySQL databases, sup…
— ○ ⏳ — — — — — —
55556
Automattic
MCP server for reading Simplenote notes across macOS, Linux, and Windows
— ○ ⏳ — N/A N/A — — —
55557
Churman1113
PingCheck status monitoring for AI agents. Read public pages or your own monito…
— ○ ⏳ — N/A N/A — — —
55558
fastmcp-me
FreeCAD MCP Claim
Enables AI assistants to control FreeCAD 3D modeling software, allowing creatio…
— ○ ⏳ — N/A N/A — — —
55559
chayasin
postgres Claim
Enables querying and inspecting a PostgreSQL database, including executing SQL …
— ○ ⏳ — — — — — —
55560
pipeworx-io
Enables querying citizen-science species observations from iNaturalist via the …
— ○ ⏳ — — — — — —
55561
ItamiForge
Provides AI agents with accurate, version-aware documentation for React Native,…
— ○ ⏳ — N/A N/A — — —
55562
ruslanmv
Demo Server Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
— ○ ⏳ — N/A N/A — — —
55563
yogaaltariz
mysql_mcp Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
— ○ ⏳ — N/A N/A — — —
55564
luffysolution-svg
An MCP server that integrates Zotero and MinerU pipelines to import and manage …
— ○ ⏳ — N/A N/A — — —
55565
friofry
Sheet music (PDF, photo, scan) to MusicXML: recognise, describe, extract parts,…
— ○ ⏳ — — — — — —
55566
pilat
mcp-notify Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
— ○ ⏳ — — — — — —
55567
raynguyen256
A remote MCP server for Taiga project management that enables multiple users to…
— ○ ⏳ — — — — — —
55568
legalrealist
Enables querying and filtering a read-only dataset of AI-related court orders w…
— ○ ⏳ — N/A N/A — — —
55569
universal-mcp
Provides a standardized interface for interacting with Retell's tools and servi…
— ○ ⏳ — — — — — —
55570
dclausen01
MCP server for the Stashcat messenger API. Enables AI assistants to read and se…
— ○ ⏳ — — — — — —
55571
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
— ○ ⏳ — — — — — —
55572
dinasaur404
Enables personalized book recommendations by managing reading profiles and pref…
— ○ ⏳ — — — — — —
55573
fyipedia
fyipedia-mcp Claim
Unified MCP server providing AI assistants with 53 tools from 10 developer tool…
— ○ ⏳ — — — — — —
55574
ChesterRa
Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Me…
— ○ ⏳ — — — — — —
55575
lmolina
Enables natural language search over Bluetooth specification PDFs with hybrid s…
— ○ ⏳ — N/A N/A — — —
55576
marcserrat
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling…
— ○ ⏳ — — — — 81 —
55577
flin-agency
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
— ○ ⏳ — — — — — —
55578
pinnintisagarSB
AI-powered ServiceNow developer toolkit for Claude Code with 116 tools covering…
— ○ ⏳ — — — — — —
55579
node2flow-th
Provides 27 tools for interacting with the Binance Thailand (Gulf Binance) API,…
— ○ ⏳ — — — — — —
55580
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
— ○ ⏳ — — — — 81 —
55581
kamath
#docs Claim
A documentation MCP server, such that you can ask a question like: - "How do I…
— ○ ⏳ — N/A N/A — 95 —
55582
novica-ai
SendFast Claim
Agent-native marketing email: draft, edit, screenshot, and send from your verif…
— ○ ⏳ — — — — — —
55583
congwa
A mobile automation MCP server providing 39 tools for Android and iOS device co…
— ○ ⏳ — — — — — —
55584
QusaiiSaleem
A professional MCP server providing complete programmatic access to Basecamp 4 …
— ○ ⏳ — — — — — —
55585
reposkein
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first…
— ○ ⏳ — N/A N/A — — —
55586
nidamen
Scans repositories for owner identifiers and secrets, blocking pushes or CI mer…
— ○ ⏳ — N/A N/A — — —
55587
imankgoyal
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
— ○ ⏳ — — — — — —
55588
ehlvg
mcp-guap Claim
MCP server for ГУАП's student portal enabling AI agents to manage tasks, materi…
— ○ ⏳ — N/A N/A — — —
55589
lecstor
agent-email Claim
A headless, disposable email inbox that an AI agent drives over MCP, enabling t…
— ○ ⏳ — — — — — —
55590
pipeworx-io
Arxiv Claim
arXiv MCP — preprint server search (free, no auth)
— ○ ⏳ — — — — — —
55591
recallnet
Enables interaction with Recall services for blockchain storage operations, inc…
— ○ ⏳ — — — — — —
55592
arunkumars-mf
Enables interaction with z/OS mainframe systems via FTP, including dataset list…
— ○ ⏳ — — — — — —
55593
mekanics
A read-only MCP server that gives AI agents structured access to a Beancount pe…
— ○ ⏳ — N/A N/A — — —
55594
Materioa
Enables AI assistants to search and read Materio's educational PDF resources di…
— ○ ⏳ — — — — — —
55595
heungh
Enables natural language performance analysis and optimization of AWS Aurora My…
— ○ ⏳ — — — — — —
55596
frr149
claude-cron Claim
MCP server that allows AI coding assistants to schedule deferred tasks such as …
— ○ ⏳ — N/A N/A — — —
55597
Drock91
Pay-per-fetch via x402. Agent pays 0.005 USDC, gets clean markdown for any URL.…
— ○ ⏳ — N/A N/A — — —
55598
elliot-evno
DDG MCP2 Claim
A basic MCP server template built with FastMCP framework that provides example …
— ○ ⏳ — N/A N/A — 95 —
55599
lemaiwo
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
— ○ ⏳ — — — — — —
55600
arkty
Enables executing SQL queries, exploring database schemas, and exporting result…
— ○ ⏳ — — — — — —
Showing 55551–55600 of 69135 servers