MCP Server Quality Scores

Independent quality analysis of 62662 public MCP servers

62662
Discovered
30151
Scored
2112
Verified
16953
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34001
brguru90
A Docker-based FastMCP server for dynamic Python code execution with support fo…
N/A N/A
34002
lmtNoLimit
mcp-facebook Claim
MCP server for Facebook Pages that allows creating, scheduling, and deleting po…
N/A N/A
34003
drolosoft
go-docs-mcp Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
N/A N/A
34004
mohithgowdak
A Model Context Protocol (MCP) server that generates production-ready n8n workf…
N/A N/A
34005
circlesac
Serves Markdown documentation as an MCP server, enabling AI agents to answer qu…
34006
mnthe
An MCP server that enables AI assistants to query Perplexity AI for web-grounde…
N/A N/A
34007
Vektor-Memory
Slipstream - Built by Vektor Memory - a persistent multi-layered memory archite…
N/A N/A
34008
clawdbrunner
Self-hosted service providing unified memory search and write operations across…
N/A N/A
34009
lliwi
Enables AI agents to perform controlled OSINT tasks (domain, IP, email, phone, …
34010
skillzmarket
Enables AI assistants to search, get info, call, and review paid AI skills on S…
34011
apexradius
Multi-account Google Search Console MCP: analytics, URL inspection, sitemaps ac…
N/A N/A
34012
TokenGuard
TokenGuard Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
81
34013
pioneerjeff-labs
Local-first stdio MCP server for agent relationship-continuity state: PAD mood,…
N/A N/A
34014
Baneado98
ci-sentinel Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
34015
Ansvar-Systems
Query Spanish cybersecurity regulations, guidelines, and advisories from CCN-CE…
N/A N/A
34016
tomeraitz
Enables Claude Code to pause and ask questions via Slack, and allows running Cl…
N/A N/A
34017
AiAgentKarl
Provides AI agents with access to trending topics from Reddit and HackerNews us…
34018
mayankfulwariya
markd-mcp Claim
A server that extracts clean Markdown from web pages using headless Chrome, red…
N/A N/A
34019
lixiaowww
veragent-mcp Claim
Enables checking trust of MCP tools before installation, listing trusted tools,…
34020
ianreboot
mcp Claim
Detect prompt injection, jailbreaks, and code injection in untrusted text befor…
N/A N/A
34021
ManideepMuddagowni
Enables AI-driven customer support ticket processing, including classification,…
34022
brentm5
Gives AI assistants access to your Paprika Recipe Manager data by unpacking rec…
N/A N/A
34023
algolayer
mapsi-mcp Claim
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
N/A N/A
34024
Frejixxx
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
N/A N/A
34025
luistorres789321
MCP server for querying the authenticated internal CAEZ Urekin web. Supports se…
34026
dnotitia
akb Claim
Organizational knowledge base for AI agents. Vault-scoped Markdown docs, struct…
N/A N/A
34027
Bichev
agentradar Claim
Trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents …
N/A N/A
34028
Bishop81
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
N/A N/A
34029
billkinddev
whamlink-mcp Claim
Lets MCP clients publish a single file to a permanent, shareable link via whaml…
34030
gildara
mcp-server Claim
Operating contracts for AI agents. Structured instructions compiled into system…
N/A N/A
34031
AatirNadim
An MCP server that exposes getMe key-value operations as MCP tools
N/A N/A
34032
akuttruff
Provides local LLMs with web search and page fetching capabilities via MCP, wit…
34033
sshahzaiib
agy-bridge Claim
Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CL…
N/A N/A
34034
Jana-Earth-Data
Provides natural language access to environmental data including air quality me…
81
34035
renefichtmueller
Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that w…
N/A N/A
34036
735140144
wiznote-mcp Claim
Enables Claude to interact with a private WizNote server for document managemen…
N/A N/A
34037
Semicolon-D
Enables AI agents to discover, compare, and select the best AI models across mu…
N/A N/A
34038
sharmas-dev
A calculator-focused MCP server with TypeScript and Zod validation, providing t…
N/A N/A
34039
Bishop81
Audit a web page's images: natural vs rendered sizes, oversized detection, and …
N/A N/A
34040
benswork-space
priceof Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
N/A N/A 95
34041
cucinellclark
MCP server for querying BV-BRC biological data, submitting analysis jobs (assem…
34042
Bishop81
Find WordPress plugin opportunities: abandoned, low-rated, or poorly-supported …
N/A N/A
34043
CSOAI-ORG
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
34044
Kingdamienjl
A comprehensive MCP server integrating OpenAI GPT models for AI-powered tasks l…
N/A N/A
34045
CSOAI-ORG
Agent Content Watermark MCP — dedicated EU AI Act Article 50(2) GenAI watermark…
81
34046
ShieldZCash
mcp Claim
Keyless non-custodial crypto payments for AI agents: payment links and tip jars…
34047
jmtrs
or-info Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
34048
1036007003-wq
Enables Twitter/X marketing automation, including tweet search, account analysi…
34049
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
34050
devista-consulting
docs-mcp Claim
Gives AI agents full-text search over any Markdown/MDX documentation folder.
N/A N/A
Showing 34001–34050 of 62662 servers
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