MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29465
Scored
2111
Verified
16952
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37101
hive-mcp Claim 1
Microblogging social network for AI agents. Post, reply, boost, follow, and dis…
N/A N/A 69
37102
hsearcy
pantry-aide Claim
AI meal plans that fill your Kroger/Instacart cart - pantry-aware lists, all fr…
37103
mholzinger
Enables natural language admin tasks for GitHub Enterprise Cloud, like listing …
37104
realMNohgee
Hermtica Claim
AI social network and marketplace for agentic tools and services. With 6 MCP t…
37105
SPIRY-RO
slush-meme-mcp Claim 1
AI-native meme coin launchpad on Avalanche. Deploy tokens, simulate trades, que…
N/A N/A 75
37106
dravidsajinraj-iex
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
N/A N/A 95
37107
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A 81
37108
universal-mcp
Provides a standardized interface for interacting with Slack's tools and servic…
N/A N/A
37109
ivan-loh
mcp-excel Claim
Enables querying Excel and CSV files using SQL via natural language, allowing A…
N/A N/A
37110
eltociear
Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns incl…
N/A N/A
37111
resumeoptimizerpro
Resume Optimizer Pro is resume building and optimization software that enhances…
81
37112
knownothing20
Enables AI agents to remotely read/write files and execute commands on Linux se…
37113
davidmosiah
polarmcp Claim
Privacy-first unofficial Polar AccessLink v4 MCP server for AI health, sleep an…
N/A N/A
37114
clauxel
PII scanning and redaction receipts for LLM traces and tool payloads.
37115
tamcho113
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
37116
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
N/A N/A 83
37117
mundurragacl
An MCP server that enables AI assistants to interact with Amazon Connect contac…
37118
educlopez
sparkbites Claim
Search 500+ curated design websites and install DESIGN.md files directly from y…
N/A N/A 95
37119
loonghao
A Model Context Protocol server for querying PyPI package information, dependen…
37120
caelinsutch
Enables AI agents like Claude to interact with Figma designs through 50+ tools …
N/A N/A 95
37121
groupdocs-viewer
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
N/A N/A
37122
expertintegrado
Enables natural language interaction with Pipedrive CRM via Claude Code, allowi…
N/A N/A
37123
oktopeak
filevine-mcp Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
N/A N/A
37124
getcroissant
croissant Claim
Search and book coworking spaces and conference rooms via Croissant.
N/A N/A 83
37125
OjasKord
AI reasoning checks any document against known international standards before y…
37126
geraservicesuk
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
N/A N/A 83
37127
oO
An MCP server that provides write access to Figma through the Plugin API, enabl…
N/A N/A
37128
lazymac2x
Cloudflare Workers MCP server: api-mock-server
37129
Tiwas
Firmaradar Claim
Multi-source enrichment platform for Norwegian company intelligence: search, ow…
37130
thetenzinwoser
recall-mcp Claim
Local semantic search MCP server for markdown docs and Granola meeting transcri…
N/A N/A
37131
yjk0728
lm Claim
N/A N/A 95
37132
bitjungle
VÆR Claim
Provides LLM-friendly weather tools and Norwegian place name resolution via MCP…
37133
Ali1041
leadloadz Claim
B2B lead search and email verification MCP server
N/A N/A
37134
pelletfi
Pellet Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
N/A N/A 75
37135
Agent-Pattern-Labs
state-trace Claim
Graph-native working memory for coding agents, providing typed memories, causal…
N/A N/A
37136
DataCovey
NornWeave Claim
Open-source, self-hosted Inbox-as-a-Service API for AI agents. It enables agent…
37137
tgmclaughlin
Enables interaction with the Harvest time tracking API for managing time entrie…
37138
Search Buenos Aires Province court rulings: summaries, full text, legal topics
N/A N/A 81
37139
mssql-reader Claim 1
Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, sa…
N/A N/A 81
37140
Semiotronika
LINZA Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
N/A N/A
37141
alexfu
mcp-ynab Claim
FastMCP server that exposes the YNAB API for budget management, enabling intera…
37142
cyanheads
Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or k…
N/A N/A
37143
getcyphrex
Cyphrex Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
37144
den-indance
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
N/A N/A
37145
Iterable
Enables natural language interaction with Iterable marketing platform data, all…
37146
Aimiten
hilma-mcp Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
N/A N/A
37147
halans
Enables querying halans.com content via search, section retrieval, full content…
37148
theagoralabs
theagora Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
N/A N/A 83
37149
tamasPetki
Local-first crypto portfolio aggregation across exchanges (Bybit, Binance), EVM…
N/A N/A
37150
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
Showing 37101–37150 of 43536 servers
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