MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67251
dontcrash
Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from…
— ○ ⏳ — — — — — —
67252
sumitchatterjee13
Enables AI assistants to generate images using ComfyUI by exposing tools for im…
— ○ ⏳ — N/A N/A — — —
67253
nbaradar
Turn your Obsidian vaults into structured context sources for Claude Desktop wi…
— ○ ⏳ — N/A N/A — — —
67254
hshintelligence
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
— ○ ⏳ — — — — — —
67255
onlythebestswfl
customclaw Claim
A curated registry of small, focused utilities for building LLM and agent code …
— ○ ⏳ — — — — 81 —
67256
ixex
TubePilot Claim
Enables AI assistants to fetch and analyze YouTube data, including video info, …
— ○ ⏳ — — — — — —
67257
coe0718
Deskbrid Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
— ○ ⏳ — N/A N/A — — —
67258
DouganRedhammer
Enables AI assistants to look up World of Warcraft character information and re…
— ○ ⏳ — — — — — —
67259
cyanheads
Plan US National Park Service trips — parks, alerts, campgrounds, things to do,…
— ○ ⏳ — — — — — —
67260
Atypical-Consulting
AdrMcp Claim
MCP server for Architectural Decision Records: navigate, author, validate, link…
— ○ ⏳ — N/A N/A — — —
67261
Chrl3y
Provides 50+ tools for audit, repair, notifications, GL posting, reporting, and…
— ○ ⏳ — — — — — —
67262
tadeukaiba
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
— ○ ⏳ — — — — — —
67263
scottehastings16
An unofficial MCP server that enables natural language management of Adobe Targ…
— ○ ⏳ — N/A N/A — — —
67264
mckaystu
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
— ○ ⏳ — — — — 81 —
67265
mnbro
Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…
— ○ ⏳ — — — — — —
67266 — ○ ⏳ — N/A N/A — 95 —
67267
zoharbabin
Enforces brand writing guidelines in Claude Code by analyzing Markdown files fo…
— ○ ⏳ — N/A N/A — — —
67268
ogprotege
Enables analysis of American Express credit card statements with vendor unmaski…
— ○ ⏳ — N/A N/A — — —
67269
sorcerai
Send-decision email verification: agents get send/review/avoid with evidence, p…
— ○ ⏳ — — — — — —
67270
Weichie-com
Enables natural language control of Teamleader Focus CRM, invoicing, and projec…
— ○ ⏳ — — — — — —
67271
DJDAgentScore
Reputation scoring for AI agent wallets on Base L2. Check trust scores (0-100) …
— ○ ⏳ — N/A N/A — 95 —
67272
CarC96
Enables AI agents to manage Google Tag Manager accounts, containers, workspaces…
— ○ ⏳ — N/A N/A — — —
67273
bambinobino
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
— ○ ⏳ — N/A N/A — — —
67274
molpass
mcp-gwansang Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
— ○ ⏳ — N/A N/A — — —
67275
leadfuze
enrichment Claim
— ○ ⏳ — N/A N/A — 95 —
67276
Dmitriusan
A Model Context Protocol (MCP) server that gives AI assistants deep visibility …
— ○ ⏳ — — — — — —
67277
emirrcodes
Enables searching for places and tourist activities using Foursquare and Amadeu…
— ○ ⏳ — N/A N/A — — —
67278
oliverxuzy-ai
vault-mcp Claim
Enables personal knowledge management through Claude Desktop, allowing users to…
— ○ ⏳ — N/A N/A — — —
67279
tzervas
A lightweight MCP server that enables querying a project's corpus (docs, decisi…
— ○ ⏳ — N/A N/A — — —
67280
arjun-vegeta
AgenTest Claim
AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…
— ○ ⏳ — N/A N/A — — —
67281
enesmanan
Provides read and write access to multiple SQLite databases through the Model C…
— ○ ⏳ — N/A N/A — — —
67282
pipeworx-io
This MCP server provides access to City of Houston GIS open geospatial data, en…
— ○ ⏳ — — — — — —
67283
thomas-servais
Enables searching for French companies using the official data.gouv.fr API, wit…
— ○ ⏳ — — — — — —
67284
ImRonAI
telnyx-ai Claim
— ○ ⏳ — N/A N/A — 95 —
67285
choplin
Wraps Google's Gemini CLI to expose search, chat, and file analysis tools via t…
— ○ ⏳ — N/A N/A — — —
67286
wladimania93
An MCP server that turns any codebase into a queryable knowledge graph — and re…
— ○ ⏳ — N/A N/A — — —
67287
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
— ○ ⏳ — — — — 81 —
67288
inboxapi
InboxAPI CLI Claim
Provides an AI agent with its own email address to send, receive, and manage em…
— ○ ⏳ — — — — — —
67289
jmtrs
or-info Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
— ○ ⏳ — — — — — —
67290
karaokmert
A secure and optimized MCP server for integrating ClickUp project management, e…
— ○ ⏳ — — — — — —
67291
robertnowell
konid-ai Claim
A language expression coach MCP server that provides native-sounding translatio…
— ○ ⏳ — — — — — —
67292
fani-ko
QGISMCP Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
— ○ ⏳ — N/A N/A — — —
67293
beeswaxpat
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
— ○ ⏳ — — — — — —
67294
pipeworx-io
mcp-dbpedia Claim
Enables querying DBpedia's structured knowledge graph using SPARQL and lookup t…
— ○ ⏳ — — — — — —
67295
cliffpyles
project-mcp Claim
A FastMCP server that exposes predefined artifacts as Resources and project lif…
— ○ ⏳ — N/A N/A — — —
67296
AaronRoeF
apple-mcp Claim
MCP server for macOS Apple apps. Enables read/write access to Notes, Reminders,…
— ○ ⏳ — N/A N/A — — —
67297
NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
— ○ ⏳ — N/A N/A — 95 —
67298
andrewdryga
emisar Claim
Let AI operate servers without SSH. Choose actions, approve risky changes, and …
— ○ ⏳ — — — — — —
67299
jinchliu
An MCP server for the Google Tag Manager API v2 that enables AI assistants to q…
— ○ ⏳ — N/A N/A — — —
67300
Pantainos-Toolkit
grok-mcp Claim
Enables searching X (Twitter) using the xAI Grok API to get summarised answers …
— ○ ⏳ — — — — — —
Showing 67251–67300 of 68965 servers