MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60251
mobilebiz
MCP server that provides SMS sending, CSV bulk SMS, and voice calling capabilit…
60252
Gomess8
Measure voice/VoIP path quality -> estimated MOS + live network metrics
60253
AatirNadim
An MCP server that exposes getMe key-value operations as MCP tools
N/A N/A
60254
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
60255
verifizieren
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
N/A N/A
60256
BluesPrince
thiri-mcp Claim
Deterministic music-theory server: chord & Roman-numeral analysis, voicing, and…
60257
pipeworx-io
Enables searching, querying, and exploring open datasets from Tours Métropole O…
60258
CSOAI-ORG
fda-samd-mcp Claim 1
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
N/A N/A 81
60259
Lex-API
LexAPI Claim
Search EUR-Lex, fetch parsed EU legislation and case law, explore the citation …
N/A N/A
60260
capyBearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
N/A N/A 75
60261
sanjana-pier39
negotiate-mcp Claim 1
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
81
60262
CSOAI-ORG
Agent MCP Router MCP — one router for the whole MEOK fleet. Holds 62 MEOK MCPs …
81
60263
cloonix
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
81
60264
sebbsssss
clude Claim
Portable agent memory anchored on Solana. Local SQLite + vector recall, open ex…
N/A N/A 83
60265
IlyaGusev
mle_kit_mcp Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
60266
pipeworx-io
Provides live US airport operational status and delay data from the FAA, free a…
60267
football-docs Claim 1
Searchable football data provider docs for AI coding agents.
N/A N/A 81
60268
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
N/A N/A 95
60269
geraservicesuk
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
N/A N/A 95
60270
mkb-123
MCP server providing access to comprehensive UK school data from official gover…
60271
inity13
store Claim
Search, preview, and buy 500+ MIT-licensed digital developer products from Data…
60272
Lulu-The-Narwhal
Dali by Lulu Claim
The prediction MCP — score your prompt before you generate, so you never waste …
60273
cmmvio
cmmv-mcp Claim
Enables standardized interactions between LLMs and CMMV applications using the …
60274
nico-b
Provides read-only access to Nolio training data including planned workouts, co…
N/A N/A
60275
aide-memory
aide-memory Claim
Persistent memory layer for AI coding agents — your agent remembers what you ta…
N/A N/A
60276
OjasKord
AI triage for quantum computing POC proposals. Screens before budget is allocat…
60277
Shubochandrosarker
bridgistic Claim
Connect Claude to WordPress safely: signed requests, scoped keys, approvals, lo…
N/A N/A
60278
hunterzai16z
49 crypto intelligence APIs. Whale tracking, DeFi yields, alpha signals. Pay in…
60279
zduggem
pessoal Claim
N/A N/A 95
60280
Actenon
Verify consequential AI actions before they execute.
N/A N/A
60281
cdemeo92
mcp-coding Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
N/A N/A
60282
VonderVuflya
yggdrasil Claim
One shared, durable memory for your AI coding agents — local-first, zero-depend…
N/A N/A
60283
sarveshtalele
A self-hostable MCP server that turns a folder of skills into callable tools vi…
60284
dvdksn
MCP server with ISO week and calendar tools for date conversion, week math, and…
N/A N/A
60285
tobiasfong
Generates grimdark-industrial comic panel backgrounds using a local ComfyUI + S…
N/A N/A
60286
axel-belfort
TCP port scanner API for AI agents. Scan any host for open/closed port status w…
81
60287
metatool-ai
metatool-app Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
81
60288
cyanheads
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
N/A N/A
60289
tbui17
Wraps the Manifold Markets public REST API into an MCP server, providing 40 too…
60290
adarshp14
Relay Claim
Enables AI agents to access a unified catalog of tools from various APIs (OpenA…
60291 N/A N/A 95
60292
coinranking
Coinranking Claim
Provide real-time and historical cryptocurrency data, market statistics, and ex…
N/A N/A 95
60293 N/A N/A 95
60294
jun7680
Enables AI agents to manage Kakao Moment advertisements (Kakao's advertising pl…
N/A N/A
60295
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
60296
FormatixAI
mcp-server Claim
Branded talent docs: assessment reports, profiles, shortlists & proposals in DO…
N/A N/A
60297
koalyptus
ls-apis-mcp Claim
MCP server for searching and discovering 4,000+ public APIs
N/A N/A
60298
tradingvolatility
Enables AI agents to discover and retrieve options market-structure data (GEX, …
60299
pipeworx-io
Football-Data.org MCP — soccer competitions, matches, standings
60300
offensive360
o360-mcp Claim
Run Offensive360 SAST scans (60+ languages) on local code; findings with file/l…
N/A N/A
Showing 60251–60300 of 66475 servers