MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53251
Astrotomic
Archivist AI Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
— ○ ⏳ — — — — — —
53252
rich7420
surveyHelper Claim
A local-first MCP server that analyzes research papers, maps citation graphs, a…
— ○ ⏳ — N/A N/A — 95 —
53253
phpcip
opensolr-mcp Claim
Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings,…
— ○ ⏳ — N/A N/A — — —
53254
alecharn
MDS MCP Claim
A lightweight MCP server that exposes read-only Cisco MDS NX-OS show commands a…
— ○ ⏳ — — — — — —
53255
Compuute
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
— ○ ⏳ — — — — — —
53256
academicnair009
A Bloomberg Terminal you can talk to. Query company relationships — suppliers, …
— ○ ⏳ — — — — — —
53257
Yuchen20
ContextCrumb Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
— ○ ⏳ — N/A N/A — — —
53258
flynnhou
Provide a customizable MCP server implementation that integrates with Claude De…
— ○ ⏳ — N/A N/A — 95 —
53259
philmas
seconds-mcp Claim
Summarizes tabular data (ambulance dispatch response times) and lets AI agents …
— ○ ⏳ — N/A N/A — — —
53260
techafresh
Enables chatting with PostgreSQL databases via MCP, with GitHub OAuth authentic…
— ○ ⏳ — — — — — —
53261
MrSucik
EU261 flight delay compensation: check eligibility, compute EV, track fares. 6 …
— ○ ⏳ — — — — — —
53262
jonmorgs
pokes Claim
Poke your human for approvals and decisions during agent sessions — answered wi…
— ○ ⏳ — — — — — —
53263
mohocp
mcp Claim
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agen…
— ○ ⏳ — — — — — —
53264
mailkite
mailkite Claim
Send email, manage domains, DNS, webhooks, templates, and inbound routing on Ma…
— ○ ⏳ — — — — — —
53265
neoai-agent
newrelic-mcp Claim
A command-line tool for monitoring and analyzing New Relic application metrics …
— ○ ⏳ — — — — — —
53266
memforge-memory Claim 1
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
— ○ — N/A N/A — 61 —
53267
CSOAI-ORG
citation-finder-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
53268
devista-consulting
docs-mcp Claim
Gives AI agents full-text search over any Markdown/MDX documentation folder.
— ○ ⏳ — N/A N/A — — —
53269
deckbase
MCP server for Deckbase - exposes docs, template blocks, and project context
— ○ ⏳ — N/A N/A — 95 —
53270
electron-mcp Claim 1
Electron.js MCP server — IPC scaffolding, security auditing, build tooling for …
— ○ — N/A N/A — 81 —
53271
PVPWire Claim 1
Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2…
— ○ — N/A N/A — 81 —
53272
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
— ○ ⏳ — N/A N/A — 95 —
53273
namto908
MCP Server Claim
Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and dat…
— ○ ⏳ — — — — — —
53274
DataGraph Claim 1
Urban intelligence knowledge graph. Structured locality data for civic problem-…
— ○ — N/A N/A — 81 —
53275
GoodwordTeam
mcp Claim
Access your Goodword relationships: contacts, notes, reminders, intros, recomme…
— ○ ⏳ — — — — — —
53276
bsozen-4wm5
HashLock OTC Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
— ○ ⏳ — — — — 81 —
53277
DIDA-AI
hotelbooking Claim
Hotel Booking MCP Server
— ○ ⏳ — N/A N/A — — —
53278
AceDataCloud
mcp-grok Claim
MCP server for Grok Imagine AI video generation
— ○ ⏳ — — — — — —
53279
david-steel
Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publ…
— ○ ⏳ — N/A N/A — — —
53280
Tim-nocode
QuillHub Claim
Meeting transcripts for AI agents: search calls, read who said what, transcribe…
— ○ ⏳ — — — — — —
53281
c2bcom10-ship-it
한국 상품·휴대폰 검증 조건 검색과 총비용·약정 반환금·결합할인 참고 계산. 출처·누락 조건을 제공하는 무인증·읽기 전용 MCP입니다.
— ○ ⏳ — — — — — —
53282
grimjjow
actionlayer Claim
Concierge for AI agents: takes action in the physical world — book, order, regi…
— ○ ⏳ — — — — — —
53283
rosch100
mcp-sqlite Claim 1
MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations…
— ○ ⏳ — N/A N/A — 81 —
53284
unifapi-agent
UnifAPI Claim
Hosted MCP server for live public-data APIs and Skills for AI agents.
— ○ ⏳ — — — — — —
53285
benjamesmurray
deliver-cli Claim
Transforms AI agents into spec-driven product engineers by managing the softwar…
— ○ ⏳ — N/A N/A — — —
53286
fastmcp-me
Enables conversational AI assistants to help users discover movies, find showti…
— ○ ⏳ — N/A N/A — 95 —
53287
kptdobe
An MCP server that provides tools for interacting with the Document Authoring A…
— ○ ⏳ — — — — — —
53288
threadlinqs-cmd
Unifies 7,283+ detection rules from Sigma, Splunk ESCU, Elastic, and KQL into a…
— ○ ⏳ — N/A N/A — — —
53289
goosefly99
A local MCP server that records completed tasks to daily JSONL files and promot…
— ○ ⏳ — N/A N/A — — —
53290
colobas
Enables LLM clients to browse and query your Zotero library through tool calls.…
— ○ ⏳ — N/A N/A — 95 —
53291
developer-ishan
pexels Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
— ○ ⏳ — N/A N/A — — —
53292
ericlucianoferreira
calendly-mcp Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
— ○ ⏳ — — — — — —
53293
clauxel
A paid remote MCP for AI agent browser DevTools MCP, built to return verdicts, …
— ○ ⏳ — — — — — —
53294
Mingye-Lu
acrawl Claim
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…
— ○ ⏳ — N/A N/A — — —
53295
KM-it-ops
memory-mcp Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
— ○ ⏳ — N/A N/A — — —
53296
alex-on-ai
WebReaper Claim
AI-native web scraper: scrape, crawl and map any site to clean markdown over st…
— ○ ⏳ — N/A N/A — — —
53297
bitcompare
mcp-server Claim
Crypto yield data for AI agents: lending, savings, staking, borrowing & stablec…
— ○ ⏳ — — — — — —
53298
UnbearableDev
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
— ○ ⏳ — — — — — —
53299
hazoservices
gotimer-mcp Claim
— ○ ⏳ — — — — 81 —
53300
anypost
emailmd Claim
Render markdown into email-safe HTML, lint drafts for deliverability problems, …
— ○ ⏳ — — — — — —
Showing 53251–53300 of 69153 servers