MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30118
Scored
2112
Verified
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33351
g-digital-by-Garrigues
gocertius Claim 2
GoCertius MCP — certified evidence, dossiers, notifications and chats from EAD …
N/A N/A 67
33352
jnMetaCode
engram Claim
Local, private memory layer for notes and files with temporal reasoning and cit…
N/A N/A
33353
melvenac
A persistent, cross-session knowledge base for AI agents that indexes session h…
N/A N/A
33354
lu1ee
Reads the local SQLite cache of the Notion desktop app to enable fast, offline …
N/A N/A
33355
ahmeda14960
mcp-comms Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
N/A N/A
33356
ahammadshawki8
DeepSIFT Claim
DeepSIFT is an MCP server that wraps SANS SIFT Workstation forensic tools with …
N/A N/A
33357
minikdj
MCP server for birding trip planning with migration forecasts, hotspot analysis…
N/A N/A
33358
QuantGeekDev
Demonstrates elicitations for collecting structured user input interactively ac…
33359
CT4nk3r
arrstack-mcp Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
33360
codependentai
Token-optimized persistent memory MCP server for Claude Pro users, providing 9 …
33361
utilsforagents
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
33362
shark-bot-0118
An MCP server that automatically generates static websites from natural languag…
N/A N/A 95
33363
timetoady
my-voice-mcp Claim
A local-first MCP server that builds compact voice profiles from writing sample…
33364
hectorflores28
A containerized MCP bridge that lets local or cloud LLMs access your filesystem…
N/A N/A
33365
dylanottinger
A unified MCP server that connects HubSpot, Clay, Apollo, Slack, and email to e…
N/A N/A
33366
DochertyDev
time-mcp Claim
Lightweight MCP server providing system time tools (current time, date, datetim…
N/A N/A
33367
KK6BZB
Bitcoin regime detection intelligence — know which market regime you are in and…
33368
janschachtschabel
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
33369
DIYORAP
A Model Context Protocol server providing file search and question tools for AI…
N/A N/A
33370
dwflickinger
A single MCP server that provides dynamic access to thousands of APIs through d…
33371
ritbikbharti
Enables LLM clients to run Akamai edge diagnostics (DNS, MTR, curl, error analy…
33372
Buggy1111
wrapper-mcp Claim
Czech NLP tools: NER (35 langs), anonymization (80+ PII), morphology, translati…
N/A N/A
33373
TweedBeetle
npm dependency fitness: deprecated/yanked/superseded + verified safe migration …
N/A N/A
33374
Joyall-au
Polish used car market API: valuations, price history, liquidity & regional dat…
N/A N/A
33375
seeincodes
Enables AI agents to search, price, order, and monitor satellite imagery from t…
33376
mattgierhart
Espresso MCP Claim
Find great espresso cafes worldwide with curated data and transparent quality s…
N/A N/A
33377
microsoft
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
N/A N/A
33378
moawizbinyamin
A comprehensive MCP server providing 21+ tools for mathematical operations, str…
N/A N/A
33379
rmh104
Volta Notes Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
81
33380
triuzzi
MCP server that lets AI coding assistants control and inspect a live Brave brow…
N/A N/A
33381
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
N/A N/A
33382
cyanheads
Store, query, and create YAML workflow playbooks for LLM agents.
N/A N/A
33383
khalidSAT
Enables programmatic control of Blender via OpenCode, supporting 3D model creat…
N/A N/A
33384
stackblaze
rustfs-mcp Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
33385
fastmcp-me
SEO MCP Claim
A MCP SEO tool service based on Ahrefs data, offering backlink analysis, keywor…
33386
adambenhassen
Provides read-only access to Shelly Cloud energy data, including live power, li…
33387
nikitatsym
jira-mcp Claim
MCP server for Jira Cloud enabling issue tracking, comments, transitions, and a…
N/A N/A
33388
lu-wo
Local-first MCP server for safely searching and editing Apple Contacts on macOS…
N/A N/A
33389
lazymac2x
Cloudflare Workers MCP server: diff-patch-tools
33390
martinhillebrand
Enables machine learning data preprocessing pipeline creation and model trainin…
N/A N/A
33391
zhangluka
An SEO analysis MCP server integrating Google Search Console, Bing Webmaster To…
N/A N/A
33392
joepangallo
Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.
N/A N/A 95
33393
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
N/A N/A 95
33394
ghostiee-11
An MCP server that enables AI assistants to create interactive visualizations, …
N/A N/A
33395
apex-500
calendar-mcp Claim
MCP server that lets AI agents manage Google Calendar -- create events, check a…
N/A N/A
33396
hhy5562877
Douyin MCP Claim
Enables AI assistants to access Douyin (TikTok China) data including video sear…
N/A N/A
33397
Andy-Corrigan-98
MCP server providing persistent brain storage for LLM agents, including memory,…
33398
memblin
An MCP server for inter-session communication between Claude Code instances. Bu…
33399
osrd-gh
ha-mcp Claim
An MCP server that enables AI assistants to control Home Assistant via natural …
N/A N/A
33400
ElSalvatore-sys
puffer-feed Claim
Enables logging progress updates to ThePuffer build tracker via a single tool, …
N/A N/A
Showing 33351–33400 of 62421 servers
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