MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42351
RenzoReccio
Enables inspecting database schemas and executing read-only SQL queries on a Po…
— ○ ⏳ — N/A N/A — — —
42352
cronus-mcp Claim 1
On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools.
— ○ — N/A N/A — 81 —
42353
italia
Enables AI agents to semantically explore and analyze the Italian government da…
— ○ ⏳ — — — — — —
42354
trashchenkov
Provides speech recognition and synthesis tools via SaluteSpeech API, enabling …
— ○ ⏳ — N/A N/A — — —
42355
artespraticas
Service name: Scrape Agent Service base URL: https://scrapeagent.xyz Website UR…
— ○ ⏳ — — — — — —
42356
ftagn-superior
civarium-mcp Claim
MCP server that acts as a local stdio adapter for Civarium agent HTTP APIs, ena…
— ○ ⏳ — N/A N/A — — —
42357
lightfastai
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
— ○ ⏳ — N/A N/A — 95 —
42358
liam123-dot
Extracts transcripts, titles, descriptions, and comments from Loom videos via a…
— ○ ⏳ — N/A N/A — — —
42359
zyx1121
agent-store Claim
Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP stre…
— ○ ⏳ — — — — — —
42360
caseSHY
aicoreutils Claim
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and…
— ○ ⏳ — N/A N/A — — —
42361
pipeworx-io
Enables querying City of Abbotsford open geospatial data (parcels, zoning, publ…
— ○ ⏳ — — — — — —
42362
galimar
Enables AI assistants to query a project's unified graph (code, documents, deci…
— ○ ⏳ — N/A N/A — — —
42363
babyblueviper1
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
— ○ ⏳ — — — — — —
42364
runapi-ai
MCP server for the Runway Aleph model line. Enables creating edit video tasks, …
— ○ ⏳ — — — — — —
42365
adityaidev
Enables AI assistants to interact with LinkedIn and LinkedIn Sales Navigator fo…
— ○ ⏳ — — — — 81 —
42366
aperswal
Motus Claim
Enables agents to search airports and find group meetup flights for multiple tr…
— ○ ⏳ — — — — — —
42367
seongwoo-choi-imweb-me
Enables Claude to programmatically create and modify Figma animations (keyframe…
— ○ ⏳ — N/A N/A — — —
42368
br9704
aethereum Claim
Keep your AI coding agents in sync: shared contracts, intent, and breaking-chan…
— ○ ⏳ — — — — — —
42369
wondeks
Allows MCP clients like Claude Desktop or Cursor to perform Unity Editor action…
— ○ ⏳ — N/A N/A — — —
42370
Velaris-CSM
AI-generated customer success reports for Velaris platform users. Authenticates…
— ○ ⏳ — — — — — —
42371
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
— ○ — N/A N/A — 69 —
42372
JOSETRA44
openalex-mcp Claim
Connects AI agents to the OpenAlex scholarly database, enabling search and retr…
— ○ ⏳ — — — — — —
42373
PlatAid
An MCP server for the Naver Search Ad API that enables querying campaigns, ad g…
— ○ ⏳ — — — — — —
42374
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
— ○ ⏳ — — — — 81 —
42375
CharmYue
ashare-mcp Claim
Production-grade MCP server for Chinese A-share market data, offering 30 tools …
— ○ ⏳ — — — — — —
42376
christopher-buss
Enables AI agents to intelligently search and retrieve Roblox documentation thr…
— ○ ⏳ — — — — 81 —
42377
piplin-es
Provides a persistent Python REPL session as a tool for executing code, managin…
— ○ ⏳ — N/A N/A — — —
42378
mailgo
AI-powered cold email campaign management through Model Context Protocol (MCP).
— ○ ⏳ — — — — 81 —
42379
postforward
Enables AI assistants to interact with your Iconik media asset management libra…
— ○ ⏳ — N/A N/A — — —
42380
rshivamrapid
test Claim
— ○ ⏳ — N/A N/A — 95 —
42381
Feralex3109
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
— ○ ⏳ — N/A N/A — — —
42382
Garblesnarff
Pearls Claim
A remote MCP server that enables AI instance continuity by allowing AI instance…
— ○ ⏳ — — — — 81 —
42383
linximengji
tasks-mcp Claim
A lightweight task management MCP server that enables CRUD operations on tasks …
— ○ ⏳ — N/A N/A — — —
42384
AndresNinou
A simple demonstration MCP server that provides basic greeting functionality an…
— ○ ⏳ — N/A N/A — 95 —
42385
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as nat…
— ○ ⏳ — — — — — —
42386
HelloGGX
Intelligent interview assistant that parses resumes, generates interview questi…
— ○ ⏳ — N/A N/A — — —
42387
vishnu-mouli-102408
Enables searching for keywords in files with support for case-sensitive/insensi…
— ○ ⏳ — N/A N/A — 95 —
42388
dmorrill
A Gmail MCP server with native multi-account support, enabling management of mu…
— ○ ⏳ — — — — — —
42389
CSOAI-ORG
Weather Ai tools for AI agents. Capabilities: get current conditions, get forec…
— ○ ⏳ — N/A N/A — — —
42390
ppcvote
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
— ○ ⏳ — N/A N/A — — —
42391 — ○ ⏳ — N/A N/A — 95 —
42392
Fu-Jie
Provides an OpenAI-compatible gateway to the MiMo (Xiaomi) model series, with n…
— ○ ⏳ — — — — — —
42393
ominiverdi
A lightweight MCP server for Open-Meteo weather API, providing current weather,…
— ○ ⏳ — — — — — —
42394
helbertparanhos
A comprehensive MCP server with 70 tools covering the entire Vercel REST API, e…
— ○ ⏳ — — — — — —
42395
UnbearableDev
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
— ○ ⏳ — — — — — —
42396
Gorgon-Cyber
gorgon-scout Claim
Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agen…
— ○ ⏳ — N/A N/A — — —
42397
Fibi66
Enables AI assistants to automatically analyze GitHub repositories and set up d…
— ○ ⏳ — — — — 81 —
42398
LemonSqueezy MCP server for managing your store from AI assistants
— ○ — N/A N/A — 81 —
42399
rison1337
AI-powered MCP server for IDA Pro with Fusion enhancements. Provides persistent…
— ○ ⏳ — N/A N/A — — —
42400
AlanOgic
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
— ○ ⏳ — — — — 81 —
Showing 42351–42400 of 69343 servers
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