MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

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57160
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29804
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2112
Verified
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16953
Complete
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Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

Newly Added

seo-tools F Omnicall — Agent Tools Gateway F title-check F phoenix-screen F ezel F

Biggest Gainers

Stocklake — AI Stock Intelligence +44 data-enrichment +42 Google Analytics (unofficial) +42

Biggest Drops

Serverless-DB-Oracle -46 Incwo MCP -12 Phos Marketing Engine -12
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55701
emily397
Enables AI agents to draft evidence-grounded cold-email openers, A/B variants, …
 — ○ ⏳ — — — — — —
55702
kyw1419
copilot Claim
— ○ ⏳ — N/A N/A — 95 —
55703
smythmyke
MCP server for JackpotKeywords — AI keyword research and AI-visibility (AEO) sc…
 — ○ ⏳ — — — — — —
55704
Mogacode-ma
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
 — ○ ⏳ — N/A N/A — — —
55705
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
 — ○ ⏳ — — — — 81 —
55706
nlsnnvas
Resolves messy financial institution records against canonical regulatory ident…
 — ○ ⏳ — N/A N/A — — —
55707
fangorn-network
Enables AI agents to query Fangorn subgraph schemas and conformant data from pu…
 — ○ ⏳ — N/A N/A — — —
55708
SashaYerashoff
Provides web browsing, multi-engine search, and news retrieval tools for local …
 — ○ ⏳ — N/A N/A — — —
55709
DeeNihl
Enables semantic search and retrieval of bookmarked URLs content using vector e…
 — ○ ⏳ — N/A N/A — — —
55710
rdone4425
An MCP server enabling AI assistants to store, retrieve, and manage contextual …
 — ○ ⏳ — N/A N/A — 95 —
55711
elibarnett
kie-mcp Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
 — ○ ⏳ — N/A N/A — — —
55712
fastmcp-me
Enables AI agents to interact with KevoDB, a key-value database, through MCP to…
 — ○ ⏳ — — — — — —
55713
SatyamSingh8306
backend2mcp Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
 — ○ ⏳ — — — — — —
55714
fastmcp-me
Enables searching and downloading torrents from YggTorrent via MCP tools such a…
 — ○ ⏳ — — — — — —
55715
syaryn
mcp-jp-fts Claim
Enables Japanese full-text search on local text files using SQLite FTS5 and Sud…
 — ○ ⏳ — N/A N/A — — —
55716
ai-supply-store
ai-supply Claim
Search, install, publish & review security-scanned AI capabilities from ai-supp…
 — ○ ⏳ — N/A N/A — — —
55717
mkprevo
An MCP server for managing, editing, and running Stata .do files, integrating w…
 — ○ ⏳ — N/A N/A — — —
55718
rcdelacruz
Enables hybrid web search and intelligent content extraction, combining semanti…
 — ○ ⏳ — N/A N/A — 95 —
55719
pipeworx-io
mcp-airnow Claim
Enables access to EPA AirNow real-time AQI and forecast data for US locations t…
 — ○ ⏳ — — — — — —
55720
asiqueira1973
MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
 — ○ ⏳ — — — — — —
55721
Finance-LLMs
Enables users to interact with the Upstox trading API via natural language to r…
 — ○ ⏳ — — — — — —
55722
adrianpdm
Wisnu MCP Claim
A travel booking server that enables searching for flights, hotels, and destina…
 — ○ ⏳ — — — — 81 —
55723
Cmoen11
redm-mcp Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
 — ○ ⏳ — — — — — —
55724
lazymac2x
ai-eval Claim
Cloudflare Workers MCP server: ai-eval
 — ○ ⏳ — — — — — —
55725
henrysouchien
MCP server for the SheetsFinance formula catalog, enabling search and construct…
 — ○ ⏳ — N/A N/A — — —
55726
alperduzgun
Enables managing your iOS app's entire lifecycle with natural language through …
 — ○ ⏳ — N/A N/A — — —
55727
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
 — ○ ⏳ — — — — 81 —
55728
Explorer-64
imagcon-mcp Claim
Generate deployment-ready PWA, iOS, and Android app icon sets from a text descr…
 — ○ ⏳ — — — — — —
55729
dhammawatthumpra-coder
MCP server for generating properly aligned ASCII, Unicode box-drawing, and Mark…
 — ○ ⏳ — N/A N/A — — —
55730
EHR-migration data-integrity checklist: silent data-loss modes anchored to HL7/…
 — ○ — N/A N/A — 81 —
55731
Rswcf
deepviews Claim
Free financial data: company analysis, DCF, comps, benchmarks, screening. No AP…
 — ○ ⏳ — N/A N/A — 95 —
55732
brendon92
Provides specialized search capabilities across e-commerce platforms, scientifi…
 — ○ ⏳ — — — — 81 —
55733
loickaczmarek
mcp-weather Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
 — ○ ⏳ — N/A N/A — — —
55734
geraservicesuk
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
 — ○ ⏳ — N/A N/A — 95 —
55735
m-dev-tools
MCP server that exposes tools to route natural language queries to typed IDs, d…
 — ○ ⏳ — — — — — —
55736
theriz78
MCP server that extracts accessibility tree, design tokens, screenshots, Claude…
 — ○ ⏳ — N/A N/A — — —
55737
AuskinImmanuel
Enables querying ElevenLabs workspace data, including listing agents and retrie…
 — ○ ⏳ — — — — — —
55738
MacromNex
BoltzGen MCP Claim
Enables AI-powered protein design, including binders, peptides, and custom prot…
 — ○ ⏳ — N/A N/A — — —
55739
yuezhongtao
A comprehensive Linux system performance profiler with MCP remote invocation su…
 — ○ ⏳ — — — — — —
55740
joepangallo
Scan websites for security vulnerabilities, headers, TLS, and email security.
 — ○ ⏳ — N/A N/A — 95 —
55741
m3talux
superbrain Claim
Session memory for Claude Code. Auto-captures every session into a plain Obsidi…
 — ○ ⏳ — N/A N/A — — —
55742
knowledge-raven
Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, …
 — ○ ⏳ — — — — 81 —
55743
mdamire
Registers MCP features (tools, prompts, resources) and serializes JSON-RPC requ…
 — ○ ⏳ — N/A N/A — 95 —
55744
theloniuser
A Model Context Protocol (MCP) server that gives AI assistants direct, native c…
 — ○ ⏳ — N/A N/A — — —
55745
dividduang
An MCP server that bridges AI assistants to real terminal sessions, enabling cr…
 — ○ ⏳ — N/A N/A — — —
55746
luskB
GeoScholar Claim
A multi-source MCP literature search server for geoscience and well-logging wor…
 — ○ ⏳ — N/A N/A — — —
55747
primitivedotdev
email Claim
Email infrastructure for AI agents — send, receive, search, and reply to email …
 — ○ ⏳ — — — — — —
55748
Chenzhi-Ana
Enables Claude/Cursor to interact with Feishu (Lark) bots through MCP, allowing…
 — ○ ⏳ — — — — — —
55749
calisweetleaf
A server that likely facilitates integration between GitHub Copilot and Visual …
 — ○ ⏳ — N/A N/A — 95 —
55750
annoft
MCP server for reading World of Warcraft client files via CASC storage, enablin…
 — ○ ⏳ — N/A N/A — — —
Showing 55701–55750 of 57160 servers
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