MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55751
raymond-raymond
Asian Recs Claim
SF and NYC restaurants, cafes, desserts and bars ranked by how Asian diners rat…
— ○ ⏳ — — — — — —
55752
gopal-prakash-codes
Enables travel package management, booking, and itinerary planning through MCP-…
— ○ ⏳ — — — — — —
55753
hesedcasa
mcp-server Claim
Exposes all CLI commands as MCP tools over stdio or HTTP transport.
— ○ ⏳ — — — — — —
55754
scottiesan
Enables AI assistants to create and manage development projects with structured…
— ○ ⏳ — — — — 81 —
55755
kentron-au
Australian AI governance framework mapped to the Privacy Act and sector laws yo…
— ○ ⏳ — — — — 67 —
55756
narrative-io
Integrates with Narrative's Data Collaboration Platform, enabling AI assistants…
— ○ ⏳ — — — — — —
55757
yuki00yossi
Resolve Japanese food names to nutrition facts. All 2,538 foods from Japan's of…
— ○ ⏳ — — — — — —
55758
Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix wh…
— ○ — N/A N/A — 81 —
55759
agentmark-ai
mcp-server Claim
Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics,…
— ○ ⏳ — N/A N/A — — —
55760
ThomasKaragiannopoulos
Enables autonomous generation of long-form YouTube documentaries (15-25 minutes…
— ○ ⏳ — N/A N/A — — —
55761
NimbleBrainInc
A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
— ○ ⏳ — — — — — —
55762
stumpyfr
Exposes ActivitySmith notifications and live activity tools.
— ○ ⏳ — N/A N/A — — —
55763
EveryInc
MCP server for Google Workspace APIs enabling reading, creating, and editing Go…
— ○ ⏳ — — — — 81 —
55764
fastmcp-me
A comprehensive MCP server for PowerPoint manipulation using python-pptx, provi…
— ○ ⏳ — — — — — —
55765
djtellado
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
— ○ ⏳ — N/A N/A — — —
55766
junter1989k-ai
Netherlands Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get…
— ○ ⏳ — — — — — —
55767
langtind
A lightweight TypeScript MCP server that provides AI assistants with seamless a…
— ○ ⏳ — N/A N/A — — —
55768
cedarsaam
Agent Search Claim
A self-hosted, MCP-native web-search backend for AI agents that provides meta-s…
— ○ ⏳ — — — — — —
55769
NachaFromMars
Enables Chinese traditional calendar functions including BaZi calculation, cale…
— ○ ⏳ — N/A N/A — — —
55770
stabem
newsintel Claim
Personalized news intelligence for AI agents — 100+ sources, ranked briefings.
— ○ ⏳ — N/A N/A — 95 —
55771
guqing
exo Claim
An MCP server that ingests various data sources and uses LLMs to compile them i…
— ○ ⏳ — N/A N/A — — —
55772
AMR-DEV-PS
numertel-mcp Claim
Polish phone number lookup: who called, spam and scam checks, UKE DNO registry,…
— ○ ⏳ — — — — — —
55773
brockly
Provides weather alerts and forecasts for US locations using the National Weath…
— ○ ⏳ — — — — — —
55774
OriShmila
Provides access to Wikipedia through 10 tools including search, article retriev…
— ○ ⏳ — N/A N/A — — —
55775
iSamBa
pdf2mcp Claim
Turn any PDF folder into a searchable MCP server with semantic, hybrid, or keyw…
— ○ ⏳ — N/A N/A — — —
55776
dekaic
cocos-mcp Claim
Bridges Cocos Creator 3.8.x editor with MCP protocol, enabling Claude Code to q…
— ○ ⏳ — N/A N/A — — —
55777
v-o-h-s
Provides context from previous sessions to new OpenCode sessions for continuity…
— ○ ⏳ — N/A N/A — — —
55778
agraciag
patxin Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
— ○ ⏳ — N/A N/A — 83 —
55779
coff33ninja
Compiles skill definitions and serves them to AI agents via MCP, enabling tools…
— ○ ⏳ — — — — — —
55780
c47-inc
Martini Claim
Manage AI filmmaking projects, scenes, assets, and generations in Martini.
— ○ ⏳ — — — — — —
55781
hsiangjenli
mcp-polib Claim
A Model Context Protocol server for reading, writing, and managing GNU Gettext …
— ○ ⏳ — N/A N/A — — —
55782
ayushkumar2601
Enables AI agents to safely interact with Ethereum by providing structured tool…
— ○ ⏳ — N/A N/A — — —
55783
hunter-it360
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
— ○ ⏳ — — — — 81 —
55784
pipeworx-io
Enables listing, reading, and fetching curated cybersecurity feeds (RSS/Atom/RD…
— ○ ⏳ — — — — — —
55785
sbmeaper
Read-only access to Reddit Ads API v3 for listing ad accounts, campaigns, ad gr…
— ○ ⏳ — — — — — —
55786
Argo-RPG-Platform
argo-mcp Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
— ○ ⏳ — — — — — —
55787
Obidel
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other …
— ○ ⏳ — — — — — —
55788 — ○ ⏳ — N/A N/A — 95 —
55789
catalystedgepro-wq
Audited SEC catalyst signals for agents — ranked filing intel with a public tra…
— ○ ⏳ — — — — — —
55790
redhat-community-ai-tools
slack-mcp Claim
Enables AI assistants to interact with Slack workspaces, providing tools for re…
— ○ ⏳ — — — — — —
55791
MonadWorks
agentify Claim
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
— ○ ⏳ — N/A N/A — — —
55792
Ithura
mcp Claim
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.
— ○ ⏳ — N/A N/A — — —
55793
leowan7
Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, D…
— ○ ⏳ — — — — — —
55794
adamcfield
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
— ○ ⏳ — — — — — —
55795
nuver-labs
Image Gen Claim
Generate and edit images from your coding agent with Gemini and OpenAI, using y…
— ○ ⏳ — N/A N/A — — —
55796
depurecoindustrialvacuums-boop
Remote MCP Server for industrial vacuum cleaner configuration. Query 150+ produ…
— ○ ⏳ — — — — — —
55797
coderdeep11
Overcomes Claude Code's 200k token context limit by implementing persistent lon…
— ○ ⏳ — — — — 81 —
55798
AvivK5498
agenthook Claim
Character-consistent UGC video, images, and captions from any MCP client, via t…
— ○ ⏳ — N/A N/A — — —
55799
MdAbdullahAlMahmud
codeweave Claim
A self-hosted MCP server that indexes your codebase and provides AI assistants …
— ○ ⏳ — N/A N/A — — —
55800
nyuchi
concierge Claim
Search Africa safari destinations, generate day-by-day itineraries, and price e…
— ○ ⏳ — — — — — —
Showing 55751–55800 of 69135 servers