MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60651
lv042
Enables AI assistants to perform real-time web and academic searches using Perp…
— ○ ⏳ — — — — — —
60652
mormubis
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
— ○ ⏳ — N/A N/A — — —
60653
apurwa
gdocs-mcp Claim
MCP server for Google Docs and Sheets that enables AI assistants to read, creat…
— ○ ⏳ — N/A N/A — — —
60654
pipeworx-io
Provides tools to list curated climate and energy feeds, read feed items, and f…
— ○ ⏳ — — — — — —
60655
turtleYJ
Enables Claude Desktop to read and create Notion pages with markdown formatting…
— ○ ⏳ — N/A N/A — — —
60656
Stefan0x03
Conduit Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
— ○ ⏳ — — — — — —
60657
Ramneek82810
An MCP server that transforms natural language questions into SQL, executes que…
— ○ ⏳ — — — — — —
60658
AyushSaha184
Eval_MCP Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
— ○ ⏳ — — — — — —
60659
asaje379
Enables AI assistants to interact with Parse Platform databases, users, files, …
— ○ ⏳ — — — — — —
60660
sailorpepe
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
— ○ ⏳ — — — — — —
60661
conorbronsdon
Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.
— ○ ⏳ — N/A N/A — — —
60662
andysama-work
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
— ○ ⏳ — N/A N/A — — —
60663
dheimyrrr
agentweb Claim
Free business data API for AI agents. 13M+ businesses across 195 countries with…
— ○ ⏳ — — — — 81 —
60664
indiekitai
pg-health Claim
Archived MCP server for PostgreSQL health monitoring; functionality merged into…
— ○ ⏳ — N/A N/A — — —
60665
Perseus-Computing-LLC
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 …
— ○ ⏳ — N/A N/A — — —
60666
jmagar
Unraid RMCP Claim
Rust MCP server and CLI for Unraid GraphQL, NAS, Docker, VM, and storage workfl…
— ○ ⏳ — N/A N/A — — —
60667
devsully
A platform that transforms AI development with intelligent context management, …
— ○ ⏳ — N/A N/A — 95 —
60668
prompted365
Enables MCP clients to access and use a vast library of tools from Toolhouse fo…
— ○ ⏳ — — — — 81 —
60669
arman1o1
Enables LLM agents to search arXiv, download papers, parse PDFs into structured…
— ○ ⏳ — N/A N/A — — —
60670
ZoezoeCookie
mcp-luopan Claim
Provides tools for Bazi (Chinese astrology) chart calculation and analysis, ena…
— ○ ⏳ — — — — — —
60671
nobulexdev
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
— ○ ⏳ — N/A N/A — 95 —
60672
kiranreddi
Sentinel DV Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
— ○ ⏳ — N/A N/A — — —
60673
oddunits
pntr Claim
Free developer subdomains with DNS, catch-all email, and webhook capture, manag…
— ○ ⏳ — N/A N/A — — —
60674
lucasgerads
spicelib-mcp Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
— ○ ⏳ — N/A N/A — — —
60675
Geektasticdad
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
— ○ ⏳ — — — — — —
60676
XNet-NGO
Enables AI assistants to perform comprehensive SSH operations including command…
— ○ ⏳ — N/A N/A — — —
60677
reichenbach
iwork-mcp Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
— ○ ⏳ — N/A N/A — — —
60678
axiosdevs
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
— ○ ⏳ — N/A N/A — — —
60679
buildbetter-app
BuildBetter Claim
AI for product teams. Connect all your company and customer knowledge to all of…
— ○ ⏳ — — — — 81 —
60680
alee2602
An MCP server that provides intelligent playlist curation tools using Spotify t…
— ○ ⏳ — N/A N/A — — —
60681
IAnjaniKr
MCP server for generating, validating, running, and reporting Apache JMeter API…
— ○ ⏳ — N/A N/A — — —
60682
kitsanannam-hue
minimax Claim
— ○ ⏳ — N/A N/A — 95 —
60683
mdz-axo
Provides comprehensive codebase analysis and semantic understanding through int…
— ○ ⏳ — N/A N/A — 95 —
60684
krishna-goje
Enables natural language interaction with AWS QuickSight for building, editing,…
— ○ ⏳ — N/A N/A — — —
60685
ai-engineers-guild
An MCP server for rental apartment aggregation, enabling geographic polygon sea…
— ○ ⏳ — N/A N/A — — —
60686
darljed
MCP server for the Paperclip AI agent orchestration API, enabling management of…
— ○ ⏳ — N/A N/A — — —
60687
valk-ryx
email-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
60688
jgsystemsconsulting
MCP bridge to live SysML v1 models in CATIA Magic / Cameo Systems Modeler (No M…
— ○ ⏳ — N/A N/A — — —
60689
sultanlive
VibeSEO Claim
SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.
— ○ ⏳ — — — — — —
60690
nikondrat
cctx-mcp Claim
An MCP server that provides structure-aware code analysis (symbol trees, depend…
— ○ ⏳ — N/A N/A — — —
60691
remynln
An MCP server that connects AI assistants to Xray Cloud for Jira test managemen…
— ○ ⏳ — — — — — —
60692
mfic
Enables managing Wiki.js pages via the GraphQL API, including listing, searchin…
— ○ ⏳ — N/A N/A — — —
60693
fabiosuizu
Analyze spoken language to provide immediate feedback on pronunciation accuracy…
— ○ ⏳ — — — — 81 —
60694
AliQambari
A server that exposes AI tools and resources through REST API, MCP, and WebSock…
— ○ ⏳ — N/A N/A — — —
60695
FlowMCP
An MCP server that provides agent-powered tools, each using an LLM agent loop t…
— ○ ⏳ — — — — — —
60696
SSX360
Privacy-first, read-only repo intelligence for AI coding agents: scans local co…
— ○ ⏳ — N/A N/A — — —
60697
Ringzero787
taxlocus Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
— ○ ⏳ — — — — — —
60698
dkmaker
A Model Context Protocol server that implements a simple notes system with reso…
— ○ ⏳ — N/A N/A — — —
60699
AaronGoldsmith
Connects MCP-capable agents to Blender and OpenSCAD for AI-driven 3D modeling, …
— ○ ⏳ — N/A N/A — — —
60700
cv3inx
MCP server for the Guerrilla Mail temporary/disposable email API. Spin up throw…
— ○ ⏳ — — — — — —
Showing 60651–60700 of 69070 servers