MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50251
Sequentum
mcp Claim
Turn the web into structured, reliable, actionable enterprise data for AI Agents
50252
CSOAI-ORG
csoai-governance-crosswalk-mcp MCP server by MEOK AI Labs
N/A N/A
50253
MatthewDavisAIArchitect
Architecture-grounded query for AI agents. Governance constraints, system depen…
50254
mirasolutions06
Self-hosted football social-media agent that drafts posts, generates assets, an…
N/A N/A
50255
RobertoDure
Provides AI assistants with secure access to Metasploit Framework functionality…
N/A N/A
50256
bpzx
A Model Context Protocol server for web scraping and searching, with automatic …
50257
stanic-mah
BridgeDesk Claim
A desktop launcher and local MCP workspace server that enables ChatGPT and othe…
50258
markelaugust74
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
N/A N/A
50259
belgrano9
Enables querying Renfe train schedules, checking prices, and finding stations a…
50260
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
N/A N/A 83
50261
edgardomunoznajar
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
N/A N/A 95
50262
CSOAI-ORG
BFT Progress Council MCP — 5-voter Byzantine council halts agentic loops when n…
81
50263
yarism
Greet anyone by name with friendly, customizable salutations. Learn the origin …
N/A N/A 95
50264
ArboRithmDev
Daimon Claim
A local daemon for macOS that gives any MCP-capable AI client eyes, hands, and …
N/A N/A
50265
MCP-Mirror
An MCP server that enables LLMs to interact with Ashby's Applicant Tracking Sys…
81
50266 N/A N/A 95
50267
lprdgds
Screens DIBBS RFQs for micro-purchase viability using deterministic logic witho…
50268
Opedd
Licensed, rights-cleared content for AI agents - verifiable license keys + EU A…
50269
masa061580
A local MCP server enabling PubMed, PMC, and iCite API access via stdio for too…
N/A N/A
50270
memsprout
memsprout Claim
shared AI-context layer for teams — persistent memory your agents search and up…
50271
edinetdb
Structured financial data for ~3,800 Japanese listed companies from EDINET regu…
50272
Qbandev
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
50273
abl030
slskd-mcp Claim
An MCP server that gives AI agents full control over slskd, a modern Soulseek c…
N/A N/A
50274
Gmail Claim 2
Gmail integration with OAuth authentication, message search, batch operations, …
N/A N/A 61
50275
clauxel
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
50276
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
50277
Moin105
karst Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
N/A N/A
50278
MetricProvenance
ODGS governance enforcement — validation, regulation compilation, drift detecti…
N/A N/A
50279
puran-water
An advanced MCP server powered by PHREEQC for industrial wastewater treatment m…
N/A N/A
50280
rasta26
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
81
50281
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
81
50282
danbaileyza
recollect Claim
Local, cross-agent memory for AI coding agents using a single SQLite file, enab…
50283
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
50284
Frejihyesos
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
N/A N/A
50285
SubZtep
wrapmcp Claim
Universal MCP server that wraps any CLI tool, enabling AI assistants to run com…
N/A N/A
50286
sihyoung0624
This MCP server enables Claude to create and control shared timers, polls, and …
50287
FrankAIUser
ShowMeOnMap Claim
Ask in plain English, get a rendered, shareable map from live public data. 24 g…
50288
IndoTender
Global customs trade data and company registry. Search shipments, and look up l…
50289
smaniches
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
50290
heltonteixeira
Provides RAG capabilities for semantic document search using Qdrant vector data…
81
50291
ThinkInAI-Hackathon
Enables large language models to directly access and search content in ZIM file…
N/A N/A
50292
pipeworx-io
Aviationstack MCP — global flight + airport + airline data
50293
on-panda
Exposes internal tools from agent harnesses (Claude Code, Codex, etc.) as a sta…
N/A N/A
50294
HelloSafe
Compare travel insurance quotes from 15+ insurers — Schengen, WHV, students, lo…
50295
jonmorgs
pokes Claim
Poke your human for approvals and decisions during agent sessions — answered wi…
50296
JithunMethusahan
Enables interaction with the Dog API through natural language, supporting opera…
50297
Iron-Mark
Read-only MCP server: verify credentials and browse escrows on the Stellar test…
50298
Parsegl
mcp Claim
See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sourc…
50299
Retgex
EditX Claim
An MCP server for taking screenshots and editing images with annotations, shape…
N/A N/A
50300
mbucknam
retavyn Claim
Retavyn provides persistent memory for Claude, automatically storing and inject…
N/A N/A
Showing 50251–50300 of 66502 servers