MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54401
u9401066
Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures…
N/A N/A
54402
jrubiosainz
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
N/A N/A
54403
alma3lol
A local MCP server for Linux that records microphone audio and returns transcri…
N/A N/A
54404
CSOAI-ORG
AI-powered vector knowledge graph MCP server for agents. Supports add node, add…
N/A N/A
54405
ThinkneoAI
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
81
54406
daliu
Meta Council Claim
Multi-expert decision intelligence with transparent synthesis and auditable wor…
54407
aryan0078
storykit-mcp Claim
MCP server for the StoryKit asset library — search and embed free, generated de…
54408 N/A N/A 95
54409
fibonex
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
81
54410
scarter4work
Enforces client-mandated development workflows with audit trails, state persist…
N/A N/A
54411
CSOAI-ORG
geolocation-ai-mcp MCP server by MEOK AI Labs
N/A N/A
54412
riccardo-larosa
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
81
54413
pairoa
Pairoa Claim
Your AI meets theirs before you do — private matching for needs, offers, and op…
54414
asgard-ai-platform
MCP TDCC Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
54415
harn1shmodi
VSGuard Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
N/A N/A 95
54416
ranjanvipul88
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
54417
lazymac2x
agent-memory Claim
Cloudflare Workers MCP server: agent-memory
54418
rahilp
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
N/A N/A
54419
deflucaseng
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
54420
jkwjkw1020-bot
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
81
54421
threepointone
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
54422
axel-belfort
Base chain DeFi yield API for AI agents. Top yield opportunities on Base L2: Ae…
81
54423
asm-2023
Pulls real and estimated shipping costs from Shiprocket and Delhivery into Clau…
54424
crossi-dev
velora Claim
Hosted Argentine commerce MCP: real AFIP invoicing, MercadoPago, logistics, cat…
54425
sudohakan
AI-powered penetration testing through 36 MCP tools on a containerized Kali Lin…
N/A N/A
54426
WispAyr
LFM2.5-local Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
N/A N/A
54427
ROCTUP
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
54428
dimabalony
whentofly Claim
Flight search for AI agents: flexible-date cheapest round-trips with a good-pri…
54429
Brinkv3
Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-c…
N/A N/A
54430
MayankTalwar0
An MCP server for analyzing startup financial health and generating metrics rep…
N/A N/A
54431
CryptoAPIs-io
Self-hosted MCP proxy that puts an x402 paywall in front of an existing MCP ser…
N/A N/A
54432
weijie-tan3
Enables executing SQL queries on Trino clusters via MCP, supporting multiple au…
54433
Pearcekieser
ts-mcp-meta Claim
Aggregates tools from multiple MCP servers, generates TypeScript definitions, a…
N/A N/A
54434
fjwood69
mori Claim
Mori (森) is a shared memory layer for AI coding agents — one that compounds.
54435
Zfuzz-dev
Zfuzz Claim
Real security scanners for AI coding agents — SAST (441 rules), secret detectio…
54436
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
N/A N/A 69
54437
HBarefoot
engram Claim
Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-na…
N/A N/A
54438
KalchevS
Enables AI assistants to search tickets, manage tags, create tickets, inspect a…
54439
dropoutsanta
A unified MCP gateway that aggregates multiple MCP servers and API plugins behi…
54440
CalBearKen
ls-search Claim
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-cal…
54441
ngothanhtung
quiz-it Claim
Provides 100 IT/programming quiz questions with tools to retrieve questions by …
N/A N/A
54442
yingy-buxing
Enables AI agents to automate Adobe Illustrator, converting bitmap artwork into…
N/A N/A
54443
markwharton
Enables natural language time tracking through Claude with markdown file storag…
N/A N/A 95
54444
atomno-labs
Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.
N/A N/A
54445
hopx-mcp Claim 1
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
N/A N/A 81
54446
adrianwedd
RLM-MCP Claim
Implements the Recursive Language Model pattern, enabling LLMs to process arbit…
N/A N/A
54447
lazymac2x
Cloudflare Workers MCP server: agent-loop-detector
54448
mobilebiz
MCP server that provides SMS sending, CSV bulk SMS, and voice calling capabilit…
54449
Ismaimrh
reqif-mcp Claim
An MCP server for requirements engineering that allows loading ReqIF baselines …
N/A N/A
54450
Gomess8
Measure voice/VoIP path quality -> estimated MOS + live network metrics
Showing 54401–54450 of 66502 servers