MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66601
spraveenitpro
Provides current weather information for any city using the Open-Meteo API. Ret…
— ○ ⏳ — — — — — —
66602
Tripletex
Enables users to look up package versions, scan for vulnerabilities, and analyz…
— ○ ⏳ — N/A N/A — — —
66603
jojo-labs
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
— ○ ⏳ — N/A N/A — 83 —
66604
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
— ○ ⏳ — N/A N/A — — —
66605
mesolimbo
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
— ○ ⏳ — N/A N/A — — —
66606
maxvbailey
MCP server exposing the Deliverect Commerce API for voice/AI assistant integrat…
— ○ ⏳ — N/A N/A — — —
66607
attamari
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
— ○ ⏳ — N/A N/A — — —
66608
autoworks-ai
AutoVault Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
— ○ ⏳ — — — — — —
66609
QianJue-CN
Enables AI assistants to manage Obsidian vaults via the local REST API, support…
— ○ ⏳ — N/A N/A — — —
66610
hamchowderr
bika-mcp Claim
MCP server for integrating with Bika.ai platform, enabling AI assistants to per…
— ○ ⏳ — — — — — —
66611
EnviableAmaretto
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
— ○ ⏳ — N/A N/A — — —
66612
jon933
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
— ○ ⏳ — — — — — —
66613
jyphotography
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
— ○ ⏳ — — — — — —
66614
wahajnintyeight
Enables AI assistants to query Ringba call analytics, including running EHG ins…
— ○ ⏳ — — — — — —
66615
IBM i / RPG / DB2 bridge — parse, map, govern (IBM i security / SOX).
— ○ — N/A N/A — 81 —
66616
frothkoetter
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
— ○ ⏳ — — — — — —
66617
TouristShaun
mcp-brain Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
— ○ ⏳ — — — — — —
66618
ywatanabe1989
A local CrossRef database MCP server enabling full-text search across 167M+ sch…
— ○ ⏳ — — — — — —
66619
Oak1997
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
— ○ ⏳ — N/A N/A — — —
66620
geq1fan
yapi-mcp Claim
A Model Context Protocol server for YApi that enables developers to search, vie…
— ○ ⏳ — — — — — —
66621
FlyDut
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
— ○ ⏳ — N/A N/A — — —
66622
Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
— ○ ⏳ — — — — 81 —
66623
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
— ○ ⏳ — — — — 81 —
66624
Rovemark
Logica Mind Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
— ○ ⏳ — N/A N/A — — —
66625
scoritz
Enables AI-powered infrastructure management of JavaScript applications via nat…
— ○ ⏳ — — — — 81 —
66626
tatavarthitarun
MCP server for NowSecure Platform mobile security testing. List applications, p…
— ○ ⏳ — — — — — —
66627
hiroshic9-png
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
— ○ ⏳ — N/A N/A — — —
66628
carllapierre
SpotifyMCP Claim
Enables creating and searching Spotify playlists through natural language using…
— ○ ⏳ — — — — — —
66629
HA2614
Provides project management capabilities through terminal, web UI, or MCP stdio…
— ○ ⏳ — N/A N/A — — —
66630
MuzikayiseKhuzwayo
dubstrata Claim
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research…
— ○ ⏳ — N/A N/A — 83 —
66631
rowellsuper
Connects to Salesforce scratch orgs and allows AI to generate and insert realis…
— ○ ⏳ — — — — — —
66632
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
— ○ ⏳ — N/A N/A — 95 —
66633
uuina
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
— ○ ⏳ — N/A N/A — — —
66634
AsafViana
Enables importing, managing, and using Markdown skills from GitHub repositories…
— ○ ⏳ — N/A N/A — — —
66635
dynamicendpoints
# PSADT-MCP Server A Model Context Protocol (MCP) server that provides AI assi…
— ○ ⏳ — N/A N/A — 95 —
66636
theYahia
MCP server for Factura.uz electronic invoicing system (Uzbekistan). Supports cr…
— ○ ⏳ — N/A N/A — — —
66637
Para-FR
A minimal TypeScript MCP starter server that counts words and characters, ready…
— ○ ⏳ — N/A N/A — — —
66638
bonigarcia
[WIP] Context engineering: the art and science of shaping context-aware AI syst…
— ○ ⏳ — N/A N/A — — —
66639
karimodm
angr-mcp Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
— ○ ⏳ — N/A N/A — — —
66640
7ossamfarid
mcp-mindmesh Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
— ○ ⏳ — — — — — —
66641
chunfangzou8-lang
MCP server for a text-based fishing game that allows Claude to play remotely vi…
— ○ ⏳ — — — — — —
66642
zhanpu89
Provides persistent session memory for AI assistants, enabling them to store, s…
— ○ ⏳ — — — — — —
66643
LufeMC
Kaval Claim
Freshness gate for AI agents: verify a belief is still true against the live wo…
— ○ ⏳ — N/A N/A — — —
66644
brendan-ch
Enables interaction with Canvas LMS courses and assignments directly from your …
— ○ ⏳ — — — — 81 —
66645
sunglc
Credential resilience for AI agents, providing AES-256 encrypted storage, autom…
— ○ ⏳ — N/A N/A — — —
66646
douglac
Enables users to search and discover upcoming tech events, conferences, and mee…
— ○ ⏳ — — — — 81 —
66647
stefanoamorelli
Enables MCP clients like Claude Code to execute Ember CLI commands directly in …
— ○ ⏳ — N/A N/A — 95 —
66648
Aditya251610
OpenTool Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
— ○ ⏳ — — — — — —
66649
Divedesign
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
— ○ ⏳ — N/A N/A — 95 —
66650 — ○ ⏳ — N/A N/A — 95 —
Showing 66601–66650 of 68965 servers