MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
43552
Discovered
→
29466
Scored
→
2111
Verified
→
16952
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

Newly Added

Calfeed F Curio — design style library F PolyBridge F AgenticBI F Mainline F

Biggest Gainers

theothers +30 Name Whisper — ENS Intelligence Layer +1 Swarm Tips — Aggregated AI Agent Activities +1

Biggest Drops

Correkt: The AI-Native Online Marketplace for Physical Products -3 library -2 agentra -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36301
omarshahine
HomeClaw Claim
Enables AI assistants to control Apple HomeKit smart home accessories, scenes, …
 — ○ ⏳ — N/A N/A — — —
36302
trackly-app
trackly-cli Claim
MCP server for job search and application tracking, enabling AI agents to searc…
 — ○ ⏳ — — — — — —
36303
UzunGridera
Provides AI-powered access to Turkish building regulations, architectural stand…
 — ○ ⏳ — — — — — —
36304
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
 — ○ ⏳ — N/A N/A — 95 —
36305
gregorydickson
memory-graph Claim
— ○ ⏳ — N/A N/A — 95 —
36306
fabiano-personal
Provides real-time access to Firewalla firewall data through 28 specialized too…
 — ○ ⏳ — N/A N/A — 95 —
36307
su-record
An all-in-one development toolkit that integrates 10 popular MCPs with comprehe…
 — ○ ⏳ — N/A N/A — 95 —
36308
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
 — ○ ⏳ — — — — 81 —
36309
yigitkonur
example-mcp-server-stdio
 — ○ ⏳ — N/A N/A — 95 —
36310
nullmastermind
Establishes feedback-oriented development workflows with Web UI and desktop app…
 — ○ ⏳ — N/A N/A — — —
36311
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
 — ○ — N/A N/A — 81 —
36312
colossal-api
subradar Claim
— ○ ⏳ — — — — 81 —
36313
chiaha-ai
ReliaStats Claim
Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, sy…
 — ○ ⏳ — — — — — —
36314
os-tack
fcp-sheets Claim
MCP server for semantic spreadsheet operations that lets LLMs create and edit E…
 — ○ ⏳ — N/A N/A — — —
36315
glazperle
Enables AI assistants to interact with Kimai time-tracking API for managing tim…
 — ○ ⏳ — — — — — —
36316
bblietz
brs-docs-mcp Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
 — ○ ⏳ — N/A N/A — — —
36317
zvec-ai
Enables LLMs to interact with Zvec vector database through tools for collection…
 — ○ ⏳ — N/A N/A — — —
36318
volkan-m
Empowers AI agents to see, reason, and control computers via VNC, providing adv…
 — ○ ⏳ — N/A N/A — — —
36319
Harper-Labs
Hosted MCP for YouTube Studio: uploads, metadata, playlists, comments, analytic…
 — ○ ⏳ — — — — — —
36320
Ash-Blanc
Transforms Claude into a production-grade pair programmer by orchestrating best…
 — ○ ⏳ — — — — 81 —
36321
VictoriaMetrics-Community
mcp-vmanomaly Claim 2
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
 — ○ ⏳ — N/A N/A — 83 —
36322
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
 — ○ ⏳ — — — — 81 —
36323
artespraticas
Service name: Scrape Agent Service base URL: https://scrapeagent.xyz Website UR…
 — ○ ⏳ — — — — — —
36324
vaibhavGala262
A collection of MCP servers demonstrating math operations, weather data, and La…
 — ○ ⏳ — N/A N/A — — —
36325
Yocoolab
Exposes Yocoolab design feedback threads, selections, and activity events as to…
 — ○ ⏳ — — — — — —
36326
KSAklfszf921
Skolverket MCP Claim 1
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Edu…
 — ○ ⏳ — N/A N/A — 95 —
36327
RollingGo-AI
RollingGo-Flight-MCP is a flight ticketing service built on the MCP standard, p…
 — ○ ⏳ — — — — — —
36328
ye1430937615-ai
Enables AI assistants to find and launch Windows applications by name using mul…
 — ○ ⏳ — N/A N/A — — —
36329
hope4b
Enables interaction with the Onto platform through MCP, providing tools for man…
 — ○ ⏳ — — — — — —
36330
sigvardt
MCP server for LinkedIn automation that enables AI agents to perform LinkedIn a…
 — ○ ⏳ — N/A N/A — — —
36331
toolkit-ai
Enables interaction with Magnet (magnet.run) via MCP, requiring an API key. Sup…
 — ○ ⏳ — — — — — —
36332
modus-agendi
Start, observe, and interact with Claude Managed Agents from any MCP client — l…
 — ○ ⏳ — — — — — —
36333
CSOAI-ORG
rag-knowledge-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
36334
Donatoni
Accela MCP Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
 — ○ ⏳ — N/A N/A — — —
36335
Rhaera
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
36336
HalbonLabs
Provides comprehensive code quality tools including linting, security scanning,…
 — ○ ⏳ — — — — 81 —
36337
jessicayanwang
— ○ ⏳ — N/A N/A — 95 —
36338
Kitty-Punch
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
 — ○ ⏳ — N/A N/A — 95 —
36339
EvandroSchechtel
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
 — ○ ⏳ — — — — 81 —
36340
nitram509
Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…
 — ○ ⏳ — — — — — —
36341
pankaj28843
A multi-tenant MCP server that indexes documentation from websites, git reposit…
 — ○ ⏳ — N/A N/A — — —
36342
lorenzocean
lims-s Claim
— ○ ⏳ — N/A N/A — 95 —
36343
gabogabucho
ACDP Claim
Enables multiple AI agents to coordinate work on the same codebase by providing…
 — ○ ⏳ — — — — — —
36344
Umoren
Automatically classify and triage GitHub issues using AI to apply labels, post …
 — ○ ⏳ — N/A N/A — 95 —
36345
cluesang
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
 — ○ ⏳ — N/A N/A — — —
36346
gitagenticdev
Enables AI models like Claude or GPT to interact with a decentralized git netwo…
 — ○ ⏳ — — — — — —
36347
giuliobracci
MCP server that enables AI agents to read and edit Ableton Live sets, including…
 — ○ ⏳ — N/A N/A — — —
36348
Yann-J
tuma250-mcp Claim
Enables AI clients to search products, manage shopping carts, and browse order …
 — ○ ⏳ — N/A N/A — — —
36349
igoraguiar
pg-mcp Claim
Enables MCP-compatible clients to interact with PostgreSQL databases with multi…
 — ○ ⏳ — — — — — —
36350
JishadMT
Enables LLMs to review Bitbucket pull requests with custom checklists and API t…
 — ○ ⏳ — — — — — —
Showing 36301–36350 of 43552 servers
« Prev 1 … 725 726 727 728 729 … 872 Next »