MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59101
govping
GovPing Claim
[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
81
59102
KrithikVishal
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
N/A N/A
59103
pishnuke
Enables fetching market and options data including OHLCV prices, option chains,…
81
59104
ssasuoirafen
MCP server for Remnawave panel API. Manage VPN users, nodes, hosts, and system …
N/A N/A
59105
AlexLin1234
Enables searching and exploring millions of items from the Smithsonian Institut…
59106
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
N/A N/A 95
59107
KeerthiNingegowda
Enables basic arithmetic operations (add, subtract, multiply, divide, modulo) v…
59108
DizzyMii
Landlord Claim
An MCP server that orchestrates parallel Claude agent sessions by decomposing n…
N/A N/A
59109
SwamiRama
MCP server for SolidTime — the open-source time tracking app. Enables start/sto…
N/A N/A
59110
manifullstackdeveloper
A proof-of-concept implementation that enables Amazon Bedrock AgentCore to inte…
81
59111
Future-Proof-DS
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
59112
gkastanis
ecl_mcp Claim
Provides AI agents with access to the European Commission's Component Library d…
N/A N/A
59113
asancivieri
API Locker Claim
Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
81
59114
CSOAI-ORG
EV-recall transport compliance — ADR Class 9 (UN3480/3481/3536/3556/3557/3558),…
N/A N/A
59115
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A 95
59116
MatthewDavisAIArchitect
Log, evaluate, and ground AI decisions against authority context. Returns PASS,…
59117
axel-belfort
Postal address validation API for AI agents. Parse and validate addresses world…
81
59118
MatthewDavisAIArchitect
Architecture-grounded query for AI agents. Governance constraints, system depen…
59119
johanvd75-byte
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
59120
shrey.jain
freshrelease Claim
N/A N/A 95
59121
inventech-solution
Enables programmatic access to Meta Ads data and management features, including…
81
59122
guenichone
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
59123
KlausFreiberufler
MCP server that integrates DevFlow with AI code assistants to enforce structure…
59124
friendlygeorge
MCP server for Plausible Analytics — privacy-friendly web analytics. 12 tools f…
N/A N/A
59125
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
59126
AddyCuber
Ybe Check Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
N/A N/A 95
59127
onmyway133
Enables automated management of iOS apps, builds, TestFlight beta testing, and …
N/A N/A
59128
checkra1neth
xbird Claim
Twitter/X MCP server — 30 tools with x402 micropayments. Runs locally from your…
N/A N/A 67
59129
clauxel
PII scanning and redaction receipts for LLM traces and tool payloads.
59130
Brand-System
Make your brand machine-readable. Extract identity from any website into tokens…
N/A N/A 95
59131
tieubao
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
59132
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
59133
cameronjmcewan-dev
AdvocateMCP Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
59134
gaoharimran29-glitch
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
N/A N/A
59135
BarnsL
Hermes Squad Claim
Multi-agent AI orchestrator that runs parallel coding agents in isolated sessio…
N/A N/A
59136
ost527
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
N/A N/A
59137
agiletortoise
Enables AI assistants to manage drafts, tags, workspaces, and actions in the Dr…
N/A N/A
59138
Terahertz-Inc
Authenticated MCP for a user's care circle: read CareEvents, list loved ones, i…
59139
LeticiaNascS
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
N/A N/A
59140
cuongpo
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
N/A N/A 95
59141
paralax
SeldomMaster Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
N/A N/A
59142
930m310n
mcp Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
N/A N/A
59143
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
59144
chaser164
CronGrid Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
59145
octocode Claim 1
AI-powered code indexer with semantic search and knowledge graphs
N/A N/A 81
59146
alunsoldantarctica
mail-index Claim
Local-first, read-only MCP server for recall over your Gmail: search, contacts,…
N/A N/A
59147
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
N/A N/A
59148
dalboki
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
59149
nguyenph88
Provides MCP servers for AI-driven video editing. Enables offline editing of Ca…
N/A N/A
59150
Decodo
Enable your AI agents to scrape and parse web content dynamically, including ge…
N/A N/A 95
Showing 59101–59150 of 59221 servers