MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64551
10xtechnology
An MCP server that integrates with Linear's API, enabling users to manage issue…
— ○ ⏳ — — — — — —
64552
jagadeesh52423
Enables AI assistants to manage Redash queries, dashboards, visualizations, and…
— ○ ⏳ — — — — — —
64553
LePomas
Exposes personal Garmin Connect data to MCP-capable clients like Claude and Gem…
— ○ ⏳ — — — — — —
64554
Noriget
AgentCron Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
— ○ ⏳ — — — — — —
64555
thebackpackdevorg
Shared context for multiple Claude Code sessions working on the same project.
— ○ ⏳ — N/A N/A — — —
64556
vietanha34
Enables DevOps operators to query and operate the Sigma Streaming Platform from…
— ○ ⏳ — N/A N/A — 95 —
64557
lrferr
Enables monitoring and administration of MySQL databases through natural langua…
— ○ ⏳ — — — — — —
64558
null
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
— ○ ⏳ — — — — 81 —
64559
abenitez573
An MCP server that enables AI models to perform mathematical calculations and o…
— ○ ⏳ — — — — — —
64560
pch-x402-mcp Claim 1
PathCourse Health inference SKUs as x402 paid MCP tools, billed per call in USD…
— ○ — N/A N/A — 81 —
64561
marduk191
A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full codi…
— ○ ⏳ — N/A N/A — — —
64562
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
— ○ ⏳ — — — — 81 —
64563
adimowis
Provides AI agents with instant access to official Apple developer documentatio…
— ○ ⏳ — — — — 81 —
64564
Query your local network in plain language: devices, open ports, security findi…
— ○ — N/A N/A — 76 —
64565
fullstackdegen
Agent Audit Claim
Agent Audit runs Lighthouse against any URL and converts the output into struct…
— ○ ⏳ — N/A N/A — — —
64566
droideck
Enables troubleshooting of LDAP directory services through natural language que…
— ○ ⏳ — N/A N/A — — —
64567
davidmosiah
Fitbit MCP Claim
Local-first MCP server that connects AI agents to your Fitbit activity, sleep, …
— ○ ⏳ — — — — — —
64568
ahmedEid1
Read-only MCP over an agentic SLR workspace with per-claim citation verification
— ○ ⏳ — — — — — —
64569
TerraCo89
Enables AI agents to interact with Microsoft SQL Server databases via MCP, supp…
— ○ ⏳ — — — — — —
64570
SKULLFIRE07
Captures project memory automatically across AI coding sessions, injecting rele…
— ○ ⏳ — N/A N/A — — —
64571
produckteavity
A Model Context Protocol (MCP) server that connects AI assistants to your TickT…
— ○ ⏳ — N/A N/A — — —
64572
ziv-daniel
node-red-mcp Claim
A Model Context Protocol server for Node-RED integration, enabling AI agents to…
— ○ ⏳ — — — — — —
64573
gingugu
gingugu Claim
Persistent memory for AI coding assistants. Local SQLite, no cloud. 16 MCP tool…
— ○ ⏳ — N/A N/A — — —
64574
t8y2
dbx Claim
Query databases from AI agents using connections configured in DBX.
— ○ ⏳ — N/A N/A — — —
64575
pduggusa
Local STDIO MCP for DugganUSA threat intel. 1.13M IOCs. Read-only. npm: dugganu…
— ○ ⏳ — N/A N/A — — —
64576
PaystackOSS
Enables AI assistants to interact with the full range of Paystack APIs, allowin…
— ○ ⏳ — — — — — —
64577
hskksk
Enables AI assistants to interact with mem.ai memory through a standardized int…
— ○ ⏳ — — — — — —
64578
larsbaunwall
unlinked Claim
MCP server that brings your LinkedIn professional profile and experience into y…
— ○ ⏳ — N/A N/A — — —
64579
steinzi
netlab-mcp Claim
Wraps ipspace/netlab as an engine to give LLMs access to validated, lab-tested …
— ○ ⏳ — — — — — —
64580
douglac
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
— ○ ⏳ — — — — — —
64581
salutaris91
A lightweight, local MCP server for Mac that replicates a 3-stage LLM council w…
— ○ ⏳ — N/A N/A — — —
64582
damieng
ZX84 Claim
An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading…
— ○ ⏳ — — — — — —
64583
scvcoder
Enables natural language interaction with the Korean Personal Information Prote…
— ○ ⏳ — — — — — —
64584
StrategicDev
MCP server on Cloudflare Workers with OAuth login, enabling remote tool calls l…
— ○ ⏳ — — — — — —
64585
logus2k
mcp-service Claim
Dual-interface MCP server that exposes declarative tools and reusable skills vi…
— ○ ⏳ — — — — — —
64586
nalugomesv
MCP server that provides book recommendation tools, allowing an AI agent to sea…
— ○ ⏳ — N/A N/A — — —
64587
rlgjr1971
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
— ○ ⏳ — N/A N/A — — —
64588
yazan4m7
yazan4m7 Claim
— ○ ⏳ — N/A N/A — 95 —
64589
iamredmh
MCP server for automating Weavy.ai creative workflows. It provides tools to man…
— ○ ⏳ — N/A N/A — — —
64590
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
— ○ ⏳ — — — — 81 —
64591
pgalyen1987
mcp-gate402 Claim
Provides several x402 utilities to reduce token usage, web scraping, and chron …
— ○ ⏳ — — — — — —
64592
DEmodoriGatsuO
A Model Context Protocol server that connects AI assistants to SharePoint via M…
— ○ ⏳ — — — — — —
64593
amrendra05
Enables browser automation and web interaction through structured accessibility…
— ○ ⏳ — — — — 81 —
64594
iroh4-labs
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
— ○ ⏳ — — — — — —
64595
waylaidwanderer
Enables LLMs to start, stop, and monitor long-running command-line processes in…
— ○ ⏳ — N/A N/A — — —
64596
robzilla1738
Enables durable multi-agent workflow runs for Codex with a live terminal dashbo…
— ○ ⏳ — N/A N/A — — —
64597
ksturgeon-td
tdrest Claim
Enables making REST API calls to Teradata cloud services including Elastic Comp…
— ○ ⏳ — — — — — —
64598
reloadcz
mcp-csu Claim
Provides AI assistants direct access to 700+ statistical datasets about the Cze…
— ○ ⏳ — — — — — —
64599
qingshanyuluo
Provides tools to search, query, and visualize Prometheus metrics, returning re…
— ○ ⏳ — — — — — —
64600
abdushakurob
squadco-mcp Claim
Provides your AI coding assistant with direct, structured access to the full Sq…
— ○ ⏳ — N/A N/A — — —
Showing 64551–64600 of 69027 servers