MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42151 N/A N/A 95
42152
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
42153 N/A N/A 95
42154
nirholas
SperaxOS Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
N/A N/A 95
42155
fiatgrowthorg
Enables AI agents to search, compare, and get personalized recommendations for …
42156
MrSucik
EU261 flight delay compensation: check eligibility, compute EV, track fares. 6 …
42157
kapruka
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
42158
alyiox
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELEC…
N/A N/A
42159
MukundaKatta
case-mcp Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
42160
EodHistoricalData
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
42161
kiwoongeom
gmc-mcp Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
42162
pipeworx-io
Nih Reporter Claim
NIH RePORTER MCP — every NIH-funded research project (free, no auth)
42163
apiiro Claim 1
Ship software securely with an AI AppSec Agent
N/A N/A 81
42164
lazymac2x
Cloudflare Workers MCP server: code-explainer
42165
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
42166
lazymac2x
Cloudflare Workers MCP server: claude-skill-validator
42167 N/A N/A 95
42168
greatquestion
Great Question is the Agentic UX research platform for product builders. Run in…
81
42169
zoharbabin
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
42170
summerstateofmind
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
42171
tfinnern
helloworld Claim
N/A N/A 95
42172
firstexhotic
AI Applyd Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
81
42173
tolenonetwork
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
N/A N/A 83
42174
bpolania
Bulwark Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
N/A N/A 83
42175
karellen
Enables LLMs to debug Java applications using JDB, supporting breakpoints, step…
N/A N/A
42176
hans6883
Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents…
N/A N/A
42177
coreyhines
opnsense-mcp Claim
OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, in…
42178
kilhubprojects
MemoryMesh Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
N/A N/A
42179
midodimori
MCP server for searching Stack Overflow questions and retrieving answers with b…
42180
Unaacceptable297
kali-mcp Claim
Enables AI assistants to run Kali Linux security tools in an isolated Docker co…
N/A N/A
42181
erikgoldhar-0e1o
Unphurl Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
81
42182
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
81
42183
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
81
42184
Hejun1998
Enables AI tools like Claude Code and Codex CLI to read and write serial port d…
N/A N/A
42185
lazymac2x
Cloudflare Workers MCP server: code-pattern-risk-scanner
42186
ytrafimovich
mcp-outline Claim
Enables Claude Code to search and retrieve documents from an Outline knowledge …
42187
Tomaslopera
Connects multiple microservices (ventas and pedidos) through a central MCP gate…
N/A N/A
42188 N/A N/A 95
42189
ignatenkofi
docshelf-mcp Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
N/A N/A
42190
soup
mcp-server Claim
N/A N/A 95
42191
brekhov-ilya
MCP server for Yandex Tracker API, enabling AI assistants to search, read, crea…
42192
oilst
Enables natural language trading and market data queries on Kraken Pro via Gemi…
42193
michaeljiangmingfeng-debug
Quantitative trading strategies, market indices, and live performance data
N/A N/A 95
42194
team
MCP server for Terraform — automatically validates, secures, and estimates clou…
N/A N/A 95
42195
@juice928
leiga_mcp_smithery Claim
N/A N/A 95
42196
sevaepsteyn
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
42197
metricduck
SEC filing intelligence for AI agents. Financials, filing analysis, screening, …
81
42198
makinokeiichi
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
N/A N/A 95
42199
anduritko
carapidev Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
N/A N/A 95
42200
clauxel
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
Showing 42151–42200 of 43430 servers
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