MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40201
mwbidwell
Build forms, manage responses, and run AI analysis via the BionicForms API.
N/A N/A 83
40202
rish-e
CodeMax Claim
Cross-stack MCP server that scans frontend and backend code together, detects m…
N/A N/A
40203
MCP-Mirror
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
N/A N/A 95
40204
amroodio
KYC-verified INR wallets for AI agents in India. Payments, escrow, and settleme…
N/A N/A 83
40205
Rethunk-AI
clodbridge Claim
Enables Claude Code to automatically discover and use project-specific rules, s…
N/A N/A
40206
AIops-tools
OT AIops Claim
Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/Ethe…
N/A N/A
40207
yael3222664-alt
Enables users to query weather forecasts for Israeli cities through natural lan…
N/A N/A
40208
alexandreCyber
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Eta…
40209
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
40210
LovRanRan
Local test execution and coverage summaries for onboarding agents.
N/A N/A
40211
pipeworx-io
Enables searching, querying, and inspecting Honolulu GIS open geospatial datase…
40212
ANTHELIS
Provides free, unlimited access to Claude AI models via Puter.js for AI coding …
N/A N/A
40213
stefanoamorelli
Enables MCP clients like Claude Code to execute Ember CLI commands directly in …
N/A N/A 95
40214
mguozhen
Agent-native Amazon review intelligence — fetches verified reviews from 10 mark…
40215
AkynZH
Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic …
N/A N/A
40216
dinof777
Read and write Mission Control state via MCP — projects, tasks, subtasks, templ…
40217
AnderRahe
Connects AI assistants to Quaderno's tax compliance engine, enabling tax calcul…
N/A N/A 95
40218
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
N/A N/A
40219
rin2401
smithery-mcp Claim
Greet anyone by name with a friendly message. Toggle pirate mode for playful, s…
N/A N/A 95
40220
bfhayes
Wraps the RentCast API to search houses for sale, get valuations, rent estimate…
40221
onmyway133
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
N/A N/A
40222
kristof-sudo
AgentCrush Claim
Market intelligence for the AI agent economy: rankings, methodology, search, co…
40223
Kevin29Johnson
A real-time Formula 1 analytics server that lets you ask natural language quest…
N/A N/A
40224
aris4u-dev
An MCP server providing per-client memory, governance, and five tools (ingest, …
N/A N/A
40225
bit-of-a-shambles
A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / Duc…
40226
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
40227
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
40228
Formmy Claim 1
Run WhatsApp AI agents: manage agents, conversations, CRM contacts, orders and …
N/A N/A 69
40229
reasvyn
docsgrep Claim
A high-performance MCP server for intelligent documentation search, proactive b…
N/A N/A
40230
meshbrow-dev
MCP server for Meshbrow that gives AI agents full browser automation capabiliti…
N/A N/A 95
40231
gary109
A secure, read-only MCP server for browsing and searching files in a specified …
N/A N/A
40232
mannyfernandezvc
PersuadioAI Claim
Analyze leads, draft follow-up campaigns, and launch SMS outreach only with exp…
40233
pierre
test Claim
N/A N/A 95
40234
junter1989k-ai
Bulgaria payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
40235
XNet-NGO
Enables AI assistants to perform comprehensive SSH operations including command…
N/A N/A
40236
blong-dev
The public record of local government: what your officials actually say and do,…
40237
richardoros
MCP server providing structured continuity memory for AI coding agents, trackin…
N/A N/A
40238
Autario
autario-mcp Claim
Search, query, and publish charts across 2,300+ verified public datasets (World…
40239
AKzar1el
Query Google News RSS feeds and search interest over time via Google Trends.
N/A N/A 95
40240
KeeVor
Enables AI assistants to directly query MySQL databases, list tables, and view …
N/A N/A
40241
ionnes69
Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a…
40242
Furowu
brokre Claim
AI-safe credential broker for MCP — run saved SSH/MySQL/psql aliases; passwords…
N/A N/A
40243
WenyuChiou
research-hub Claim
Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, ve…
N/A N/A
40244
portdeveloper
gulltoppr Claim
Enables AI agents to resolve smart contract ABIs, read, encode, simulate, and p…
40245
kpate273-sketch
Automates CI/CD pipeline control, PR review, Git operations, and monitoring/ale…
N/A N/A
40246
namasamsara-sys
Enables AI assistants to control and read data from TradingView Desktop, includ…
N/A N/A
40247
SMABoundless
Enables searching and retrieving scholarly works, authors, institutions, and ci…
N/A N/A
40248
ohneben
HubSpot MCP Claim
Provides complete access to the HubSpot API (1,076 tools) with safety categorie…
40249 N/A N/A 95
40250
bhayanak
Enables AI assistants to interact with Datadog's observability platform via nat…
Showing 40201–40250 of 67181 servers
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