MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56451
iflow-mcp
Provides AI agents with enterprise-grade access to Kotlin-based Android develop…
56452
NicholasJacob1990
SEI-MCP Claim
Enables automation of the SEI! (Sistema Eletrônico de Informações) system via C…
N/A N/A
56453
skiddgoddamn
bing-seo-mcp Claim
Provides AI agents full access to Bing Webmaster Tools API for site management,…
56454
ooooshino
Read-only MCP server for Jenkins CI, enabling AI agents to securely query job/b…
N/A N/A
56455
zueai
A lightweight MCP server for managing DNS records, purging cache, and interacti…
81
56456
ramesharavapally
Fusion MCP Claim
A local stdio MCP server providing read-only access to Oracle Fusion/ERP Cloud …
56457
Tripletex
Enables users to look up package versions, scan for vulnerabilities, and analyz…
N/A N/A
56458
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
56459
mcpflow
Enables natural language queries to Triplewhale for analyzing marketing and fin…
56460
SahilSheikh12299
MCP server that enables intent search over Python call graphs inside Cursor, re…
N/A N/A
56461
Citadel-Cloud-Management
Enables interaction with GitHub repositories, issues, pull requests, code searc…
56462
ericchen1972
SlimWeb-MCP Claim
Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such…
81
56463
CallZero-ai
Enables AI assistants to make phone calls via CallZero service, with tools for …
N/A N/A
56464
crbnos
carbon Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
N/A N/A
56465
oleg-pevzner
job-monitor Claim
Searches LinkedIn, Indeed, USAJobs, and Google Jobs from the command line, dedu…
N/A N/A
56466
NathanHartkopf
Gyst MCP Claim
Enables listing and updating clients, projects, and tickets from your editor vi…
56467
atharvpatwardhan
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
56468
henrysouchien
drive-mcp Claim
MCP server enabling file operations (list, search, read, rename, move) on Googl…
N/A N/A
56469
pipeworx-io
mcp-isin Claim
Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Pa…
56470
g0g5
A FastMCP server for loading, editing, searching, and saving Jupyter notebooks …
N/A N/A
56471
JeremyJiao01
Terrain Claim
Terrain indexes entire codebases into a queryable knowledge graph, providing AI…
N/A N/A
56472
vincentspereira
Enterprise-grade AI memory infrastructure with multi-agent support, providing 1…
N/A N/A
56473
infinitimeless
A simple MCP server that enables Claude to communicate with locally running LLM…
N/A N/A
56474
markadelnawar
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
N/A N/A
56475
mrabbani
Enables AI agents to manage WordPress sites via ~74 capabilities including cont…
56476
ameksike
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
56477
Sendbyte-Africa
Enables AI agents to send emails and manage sending domains, templates, analyti…
N/A N/A
56478
joshthecoder-hub
A lightweight MCP server for accessing Yahoo Finance data, providing stock pric…
N/A N/A
56479
restkhz
Enables LLMs to automate reverse engineering tasks using Cutter, including func…
N/A N/A
56480
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
56481
steuerboard
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
N/A N/A
56482
Golden0Voyager
A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…
N/A N/A 95
56483
anupriya-babbar
MCP server that serves help articles to tenants with tenant isolation, enabling…
56484
nickymitnick
MCP server for Probo print-on-demand — search products, configure orders, track…
N/A N/A 83
56485
vickykr26941
Provides New Relic observability tools for AI assistants, enabling discovery, d…
56486
chuckwilliams37
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
56487
toggle-workspace
Exposes the Toggle Brain knowledge base, prompt templates, and executable scrip…
56488
Aaditya-git
chatgpt-kg Claim
Builds a personal knowledge graph from selected ChatGPT conversations (stored i…
N/A N/A
56489
cubicecho
A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…
56490
frdeange
MCP server to query Cloud Champion's training catalog. Enables AI agents to sea…
56491
ADemers-tricentis
MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat…
56492
KTCrisis
flux7-memory Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
56493
sandraschi
cursor-mcp Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
56494
Goldentrii
proxy-veil Claim 1
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
N/A N/A 83
56495
hrmtz
A personal memory MCP server that ingests AI agent conversation logs from multi…
N/A N/A 95
56496
acearv09876
CaptureMind Claim
Turn Claude Desktop conversations into visual mind maps via MCP. Highlights blo…
N/A N/A
56497
aza-ali
MCP server that lets Claude Code fetch web content using real Chrome browsers. …
N/A N/A
56498
FielderNik
mcp_notes Claim
MCP server for saving, reading, and listing Markdown notes in the filesystem. E…
56499
camoran89
mcp-commits Claim
MCP server providing commit rules with SemVer and conventional commits format f…
56500
aminfara
MATRIX Claim
A local, project-scoped requirement management MCP server that enables AI agent…
N/A N/A
Showing 56451–56500 of 67286 servers