MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59201
ruslanmv
Demo Server Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
— ○ ⏳ — N/A N/A — — —
59202
pilat
mcp-notify Claim
A minimal MCP server for sending Slack messages, supporting both bot and user t…
— ○ ⏳ — — — — — —
59203
universal-mcp
Provides a standardized interface for interacting with Retell's tools and servi…
— ○ ⏳ — — — — — —
59204
aigniteconsulting
Search the Federal Register for rules, proposed rules, and notices affecting en…
— ○ ⏳ — N/A N/A — 95 —
59205
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
— ○ ⏳ — — — — — —
59206
ChesterRa
Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Me…
— ○ ⏳ — — — — — —
59207
dinasaur404
Enables personalized book recommendations by managing reading profiles and pref…
— ○ ⏳ — — — — — —
59208
fyipedia
fyipedia-mcp Claim
Unified MCP server providing AI assistants with 53 tools from 10 developer tool…
— ○ ⏳ — — — — — —
59209
Attilio81
MCP server for SQL Server database inspection and querying, with connection poo…
— ○ ⏳ — N/A N/A — — —
59210
flin-agency
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
— ○ ⏳ — — — — — —
59211
FedgeNo
Memory for coding conventions and standing instructions that persists across se…
— ○ ⏳ — N/A N/A — — —
59212
node2flow-th
Provides 27 tools for interacting with the Binance Thailand (Gulf Binance) API,…
— ○ ⏳ — — — — — —
59213
Skye412
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
— ○ ⏳ — N/A N/A — — —
59214
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
— ○ ⏳ — — — — 81 —
59215
lmolina
Enables natural language search over Bluetooth specification PDFs with hybrid s…
— ○ ⏳ — N/A N/A — — —
59216
pinnintisagarSB
AI-powered ServiceNow developer toolkit for Claude Code with 116 tools covering…
— ○ ⏳ — — — — — —
59217
kamath
#docs Claim
A documentation MCP server, such that you can ask a question like: - "How do I…
— ○ ⏳ — N/A N/A — 95 —
59218
marcserrat
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling…
— ○ ⏳ — — — — 81 —
59219
ENTERPILOT
GoModel Claim
Self-hosted gateway aggregating upstream MCP servers behind one authenticated H…
— ○ ⏳ — N/A N/A — — —
59220
reposkein
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first…
— ○ ⏳ — N/A N/A — — —
59221
novica-ai
SendFast Claim
Agent-native marketing email: draft, edit, screenshot, and send from your verif…
— ○ ⏳ — — — — — —
59222
congwa
A mobile automation MCP server providing 39 tools for Android and iOS device co…
— ○ ⏳ — — — — — —
59223
QusaiiSaleem
A professional MCP server providing complete programmatic access to Basecamp 4 …
— ○ ⏳ — — — — — —
59224
recallnet
Enables interaction with Recall services for blockchain storage operations, inc…
— ○ ⏳ — — — — — —
59225
pipeworx-io
Arxiv Claim
arXiv MCP — preprint server search (free, no auth)
— ○ ⏳ — — — — — —
59226
nidamen
Scans repositories for owner identifiers and secrets, blocking pushes or CI mer…
— ○ ⏳ — N/A N/A — — —
59227
imankgoyal
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
— ○ ⏳ — — — — — —
59228
heungh
Enables natural language performance analysis and optimization of AWS Aurora My…
— ○ ⏳ — — — — — —
59229
Materioa
Enables AI assistants to search and read Materio's educational PDF resources di…
— ○ ⏳ — — — — — —
59230
lecstor
agent-email Claim
A headless, disposable email inbox that an AI agent drives over MCP, enabling t…
— ○ ⏳ — — — — — —
59231
ehlvg
mcp-guap Claim
MCP server for ГУАП's student portal enabling AI agents to manage tasks, materi…
— ○ ⏳ — N/A N/A — — —
59232
frr149
claude-cron Claim
MCP server that allows AI coding assistants to schedule deferred tasks such as …
— ○ ⏳ — N/A N/A — — —
59233
arunkumars-mf
Enables interaction with z/OS mainframe systems via FTP, including dataset list…
— ○ ⏳ — — — — — —
59234
mekanics
A read-only MCP server that gives AI agents structured access to a Beancount pe…
— ○ ⏳ — N/A N/A — — —
59235
Find verified appliance repair, HVAC, and plumbing technicians by location and …
— ○ — N/A N/A — 81 —
59236
elliot-evno
DDG MCP2 Claim
A basic MCP server template built with FastMCP framework that provides example …
— ○ ⏳ — N/A N/A — 95 —
59237
lemaiwo
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
— ○ ⏳ — — — — — —
59238
jackccrawford
Geniuz Claim
Geniuz stores everything in a local database locally on Mac, Windows, Linux, Ra…
— ○ ⏳ — N/A N/A — — —
59239
arkty
Enables executing SQL queries, exploring database schemas, and exporting result…
— ○ ⏳ — — — — — —
59240
chuxin0304
Enables email management via IMAP/SMTP, supporting list emails, read emails, se…
— ○ ⏳ — — — — — —
59241
guinacio
Enables AI assistants to manage Google Calendar events, check availability, and…
— ○ ⏳ — N/A N/A — — —
59242
weiyongxu
mne-docs Claim 1
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
— ○ ⏳ — N/A N/A — 83 —
59243
furkanisikay
Enables natural language analysis of ArduPilot flight logs (.bin files) via AI …
— ○ ⏳ — N/A N/A — — —
59244
liuwanwan1
CodeBrain Claim
Provides semantic code search and index status for codebases using RAG, enablin…
— ○ ⏳ — N/A N/A — — —
59245
pipeworx-io
OpenCorporates MCP provides free, no-auth access to global company registry dat…
— ○ ⏳ — — — — — —
59246
tomoyanakano
Enables querying macOS Screen Time data to retrieve app usage, hourly breakdown…
— ○ ⏳ — N/A N/A — — —
59247
Ninjabeam20
sportiq-mcp Claim
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, …
— ○ ⏳ — N/A N/A — — —
59248
ryanleecode
Enables AI assistants to generate UI components and web interfaces from natural…
— ○ ⏳ — — — — — —
59249
julesbonnard
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
— ○ ⏳ — — — — — —
59250
shivendoo123
Enables searching and retrieving course details, schedules, prerequisites, and …
— ○ ⏳ — — — — — —
Showing 59201–59250 of 69093 servers