MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34251
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
— ○ ⏳ — N/A N/A — 95 —
34252
agency-ai-dev
Create, launch, and manage Meta + Google ads from Claude and ChatGPT.
— ○ ⏳ — — — — — —
34253
justinmclean
MCP server for answering questions about Apache Software Foundation policies, o…
— ○ ⏳ — — — — — —
34254
mogoon
Enables comparing Korean EV charging fees across providers and discount cards t…
— ○ ⏳ — — — — 81 —
34255
AlexFloyd13
Clevername Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
— ○ ⏳ — N/A N/A — 78 —
34256
wouter-bon
A standalone MCP server for managing SSL/TLS certificates across FortiGate, Win…
— ○ ⏳ — — — — — —
34257
lawriec
Provides video manipulation via ffmpeg (frame extraction, format conversion, tr…
— ○ ⏳ — N/A N/A — — —
34258
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
— ○ ⏳ — — — — 81 —
34259
jrejaud
op-mcp Claim
Enables interaction with 1Password vaults and items via the op CLI, supporting …
— ○ ⏳ — N/A N/A — — —
34260
illancillotto
A safe MCP server for WordPress staging that enables reading content, creating …
— ○ ⏳ — N/A N/A — — —
34261
wonderwhy-er
Execute terminal commands and manage files with diff editing capabilities. Codi…
— ○ ⏳ — N/A N/A — 95 —
34262
eventescapes
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
— ○ ⏳ — — — — — —
34263
SDillon001
A local MCP server that indexes and searches your Claude Code conversation hist…
— ○ ⏳ — N/A N/A — — —
34264
matthewwilliams949-ops
nakodo Claim
Warm introductions to the right builder, matched privately on your work. Double…
— ○ ⏳ — N/A N/A — — —
34265
nicksav
spotafraud Claim
Check Australian (.au) domains for fraud and age — cert history, lookalikes, an…
— ○ ⏳ — — — — — —
34266
sathvic-kollu
standup-mcp Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
— ○ ⏳ — N/A N/A — — —
34267
melisasvr
An AI-powered deep research agent that automates the full research pipeline fro…
— ○ ⏳ — — — — — —
34268
maxwellviksna-stack
weeek-mcp Claim
MCP server for WEEEK Public API v1 enabling management of tasks, projects, boar…
— ○ ⏳ — — — — — —
34269
cyanheads
MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-acce…
— ○ ⏳ — — — — 69 —
34270
Mogacode-ma
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
— ○ ⏳ — N/A N/A — — —
34271
forgefx
forgebot-mcp Claim
forgebot info server
— ○ ⏳ — N/A N/A — 95 —
34272
JiayuuWang
Provides secure access to Supabase databases via PostgREST API and management t…
— ○ ⏳ — — — — — —
34273
CSOAI-ORG
MEOK EU AI Act Article 26(9) Fundamental Rights Impact Assessment generator. Au…
— ○ ⏳ — N/A N/A — 81 —
34274
toro-guapo
Trestle Claim
Detects leaked secrets (API keys, tokens, private keys) in source code.
— ○ ⏳ — N/A N/A — — —
34275
Shentia
MCP Generate Unit Testing Server An intelligent Model Context Protocol (MCP) s…
— ○ ⏳ — N/A N/A — 95 —
34276
K-ulucay
An MCP server that converts layered PSD characters into Spine 4.2 rigs with det…
— ○ ⏳ — N/A N/A — — —
34277
Black-Swan-Causal-Labs
ROBINS-I V2 (not V1): risk of bias in one result of a non-randomized cohort stu…
— ○ ⏳ — N/A N/A — — —
34278
cuevacelis
A read-only MCP server for PostgreSQL that enables safe database introspection …
— ○ ⏳ — — — — — —
34279
blueprintstudioco
Provides access to 50+ battle-tested home service business strategies for prici…
— ○ ⏳ — N/A N/A — — —
34280
groundlight
An MCP server for capturing images from cameras and video streams via the frame…
— ○ ⏳ — N/A N/A — — —
34281
Baho73
A Model Context Protocol server for Max messenger that lets AI assistants send …
— ○ ⏳ — — — — — —
34282
oovz
MCP server for reading, querying, and filtering local JSON files with extended …
— ○ ⏳ — N/A N/A — — —
34283
slb-cn
MCP server for CyberQuant data sharing platform that enables AI assistants to d…
— ○ ⏳ — N/A N/A — — —
34284
nickjazz
Product Lock tools for AI agents: generate, review, validate, and score locks.
— ○ ⏳ — N/A N/A — 95 —
34285
lisearantes
Enables interaction with Azure DevOps Boards through the Model Context Protocol…
— ○ ⏳ — — — — 81 —
34286
saurabhav88
An MCP server that turns Claude into a full image production studio, enabling c…
— ○ ⏳ — N/A N/A — — —
34287 — ○ ⏳ — N/A N/A — 95 —
34288
Menami-AI
menami Claim
Personalized restaurant recommendations, table bookings, and delivery via MCP, …
— ○ ⏳ — N/A N/A — — —
34289
brukhabtu
Rope MCP Claim 1
A Model Context Protocol server that exposes Python Rope refactoring capabiliti…
— ○ ⏳ — N/A N/A — 95 —
34290
C3SC0-V4113
mirador-mcp Claim
Thin MCP adapter for Mirador Core that exposes data tools through the Core Inte…
— ○ ⏳ — — — — — —
34291
GstXu
mcp_test Claim
A simple MCP server example written in TypeScript that provides a multiplicatio…
— ○ ⏳ — N/A N/A — — —
34292
testing9384
mcp-server Claim 1
An MCP server that provides visual memory and context storage with knowledge gr…
— ○ ⏳ — N/A N/A — 95 —
34293
garzarobm
wilow-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
34294
This-Is-Hellgate
Workflow diagnostics, capability routing, and x402 settlement for MCP-compatibl…
— ○ ⏳ — — — — — —
34295
nchekwa
MCP server providing tools to fetch YouTube video transcripts with metadata, su…
— ○ ⏳ — — — — — —
34296
banjtheman
Enables AI assistants to create complete Ren'Py visual novel games with AI-gene…
— ○ ⏳ — N/A N/A — — —
34297
AUrbanec
Enables LLM-powered IDEs to search PyBaMM documentation and source code, with t…
— ○ ⏳ — N/A N/A — — —
34298
fm4tt0s
Enables interaction with the Intervals.icu API, providing tools to manage worko…
— ○ ⏳ — N/A N/A — — —
34299
Growth-Management
Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart aud…
— ○ ⏳ — — — — — —
34300
msradam
semley Claim
Enables autonomous SRE incident investigation by allowing users to describe inc…
— ○ ⏳ — N/A N/A — 95 —
Showing 34251–34300 of 69448 servers
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