MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65901
teobouancheau
A Model Context Protocol (MCP) server that gives AI assistants the ability to s…
— ○ ⏳ — — — — — —
65902
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
— ○ ⏳ — — — — 81 —
65903
ElxMaj
marrow Claim
Enables coding agents to access structured product context (decisions, goals, e…
— ○ ⏳ — — — — — —
65904
askuma
Visual tech-stack inventory of any codebase: languages, frameworks, databases, …
— ○ ⏳ — N/A N/A — — —
65905
ksteele
web-search Claim
— ○ ⏳ — N/A N/A — 95 —
65906
konradxmalinowski
A Python MCP server for note management with RAG capabilities, enabling adding,…
— ○ ⏳ — N/A N/A — — —
65907
workspace-mcp Claim 1
Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, F…
— ○ — N/A N/A — 81 —
65908
HouiLei
yinxiang-mcp Claim
MCP server for Yinxiang (Evernote China) that enables notebook listing, note se…
— ○ ⏳ — — — — — —
65909
LeeJunHeon
MCP server for querying inventory items and stock levels via internal API, enab…
— ○ ⏳ — N/A N/A — — —
65910
Rafael09ED
kanban-mcp Claim
MCP server for task/ticket management with dependency tracking, supporting CRUD…
— ○ ⏳ — N/A N/A — — —
65911
its-qusai-nasr
Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…
— ○ ⏳ — — — — — —
65912
youssof20
godot-mcp Claim
A TypeScript MCP server bridging MCP clients to Godot 4 editor, enabling scene,…
— ○ ⏳ — N/A N/A — — —
65913
datafe
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
— ○ ⏳ — — — — — —
65914
wildfirechat
MCP server that wraps the Wildfire IM Robot SDK to provide tools for messaging,…
— ○ ⏳ — — — — — —
65915
WJS-WEB
A local MCP server for querying Chinese scientific literature from the CSL data…
— ○ ⏳ — N/A N/A — — —
65916
ch-raph
Cache-first MCP server for Linear that provides tools to search, read, create, …
— ○ ⏳ — — — — — —
65917
Mr-M-tastic
Enables AI assistants to edit Power Automate cloud flows live, including readin…
— ○ ⏳ — N/A N/A — — —
65918
kiriminow
kirimi-mcp Claim
MCP server for Kirimi WhatsApp API, enabling AI agents to send messages, broadc…
— ○ ⏳ — — — — — —
65919
Sony17
Enables federated search across 10 open-knowledge providers via Open Idea. User…
— ○ ⏳ — — — — — —
65920
JiteshPL
grocery-mcp Claim
MCP server for grocery-related web automation using Playwright, enabling AI ass…
— ○ ⏳ — N/A N/A — — —
65921
limowan
An interactive feedback MCP server with a web UI, enabling AI-driven developmen…
— ○ ⏳ — — — — — —
65922
bekservice
Famulor Claim
AI voice agents: assistants, calls, campaigns, leads, knowledge bases, WhatsApp…
— ○ ⏳ — — — — — —
65923
badchars
An MCP server that enables AI agents to perform comprehensive GitHub security a…
— ○ ⏳ — — — — — —
65924
astrogilda
tsbootstrap Claim
Read-only time-series bootstrap server: diagnose a series and compute confidenc…
— ○ ⏳ — N/A N/A — — —
65925
gregorycarter
Bridge Town Claim
Build financial models as code. Cloud execution, GSheets MCP, version control, …
— ○ ⏳ — — — — — —
65926
pipeworx-io
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
— ○ ⏳ — — — — — —
65927
mk-imagine
canvas-mcp Claim
A teacher-facing MCP server that wraps the Canvas LMS REST API, enabling AI ass…
— ○ ⏳ — N/A N/A — — —
65928
nikolay-new
A TypeScript template for building MCP servers with Streamable HTTP transport, …
— ○ ⏳ — — — — — —
65929
manavgup
A FastMCP server for analyzing outstanding local git changes that haven't made …
— ○ ⏳ — N/A N/A — — —
65930
aznleetcoder
n8n-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
65931
vergamini65-boop
kinbox-mcp Claim
MCP server for integration with Kinbox API, enabling WhatsApp, Instagram, and m…
— ○ ⏳ — — — — — —
65932
consumeobeydie
Enables AI tools to access Arc Testnet blockchain data, including USDC balances…
— ○ ⏳ — — — — — —
65933
UsmanHWU
Provides tools for generating, quality-controlling, and exporting relative perm…
— ○ ⏳ — — — — — —
65934
schrepa
Graft Claim
Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoi…
— ○ ⏳ — — — — — —
65935
vodavafrike
Enables AI agents to search and discover data across SQLite and CSV sources thr…
— ○ ⏳ — N/A N/A — — —
65936
paulmcn23
Enables remote MCP connections with Cloudflare Access OAuth, providing tools li…
— ○ ⏳ — — — — — —
65937
edunascimentt
Enables managing multiple Instagram business accounts via a single token using …
— ○ ⏳ — N/A N/A — — —
65938
zhang-firmware
Enables reading UART logs from Windows serial ports and sending text to the UAR…
— ○ ⏳ — N/A N/A — — —
65939
FallDownTheSystem
Enables Claude to chat with various AI models and obtain multi-model consensus …
— ○ ⏳ — — — — — —
65940
kimdoogi
Enables natural language interaction with Toss Securities Open API for stock qu…
— ○ ⏳ — N/A N/A — — —
65941
enki-run
buddy Claim
Agent-first knowledge graph MCP server that provides 25 tools for managing a kn…
— ○ ⏳ — N/A N/A — — —
65942
Pautthead
Read-only X/Twitter research MCP server allowing AI assistants to search viral …
— ○ ⏳ — — — — — —
65943
CSOAI-ORG
MEOK AI Labs - neural-health-monitor MCP server extracted from SOV3
— ○ ⏳ — N/A N/A — — —
65944
lukaszzychal
Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc…
— ○ ⏳ — N/A N/A — — —
65945
Rikka-Botan
Provides fast static embedding, similarity, and search capabilities via MCP too…
— ○ ⏳ — N/A N/A — — —
65946
lusha-oss
mcp Claim
Lusha MCP server for authorized business profile, usage, and buying-signal insi…
— ○ ⏳ — — — — — —
65947
sandervanscheepen
Validates AI-generated PHP code against Silverstripe 6 patterns, catching migra…
— ○ ⏳ — N/A N/A — — —
65948
chatre7
An MCP server that provides tools to interact with the JSONPlaceholder fake RES…
— ○ ⏳ — — — — — —
65949
Benrishty
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
— ○ ⏳ — — — — — —
65950
peak-agent
json-sanity Claim
Deterministic JSON validation and repair for AI agents. Validates, repairs, sch…
— ○ ⏳ — — — — — —
Showing 65901–65950 of 69007 servers