MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59401
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
— ○ ⏳ — — — — 81 —
59402
mowaffak-alameen
Enables Claude to query ARMLS Spark/FlexMLS real estate data including active l…
— ○ ⏳ — N/A N/A — — —
59403
pipeworx-io
Provides access to an EVM chain registry, allowing users to browse chains, fetc…
— ○ ⏳ — — — — — —
59404
ecestnrkl
Exposes tools to ingest FigJam boards, retrieve context summaries, and answer f…
— ○ ⏳ — — — — — —
59405
adambenhassen
Provides read-only access to Shelly Cloud energy data, including live power, li…
— ○ ⏳ — — — — — —
59406
RecallWorks
recall Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
— ○ ⏳ — N/A N/A — — —
59407
AnantaSingh
Enables natural-language question answering over financial annual reports with …
— ○ ⏳ — N/A N/A — — —
59408
CSOAI-ORG
inventory-management-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
59409
e0ipso
Enables AI assistants to interact with Drupal sites through MCP tools, with aut…
— ○ ⏳ — — — — — —
59410
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
— ○ ⏳ — N/A N/A — 95 —
59411
ismael9291
Enables interaction with the *arr media management suite (Sonarr, Radarr, Lidar…
— ○ ⏳ — — — — — —
59412
ssolis-ti
Enables AI agents to query, filter, and audit Chilean government procurement pr…
— ○ ⏳ — N/A N/A — — —
59413
webclaw Claim 1
Turn any URL into clean markdown/JSON for AI agents. Self-hostable web content …
— ○ — N/A N/A — 81 —
59414
Mazeh18
Sanctions screening, KYB, identifier validation, jurisdiction risk & secret sca…
— ○ ⏳ — — — — 67 —
59415
sebastiancastillorock
Connects LLMs to a PostgreSQL e-commerce database for sports supplements, enabl…
— ○ ⏳ — — — — — —
59416
3aKHP
Symath-MCP Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
— ○ ⏳ — — — — — —
59417
ginkida
dbecho Claim
An MCP server that gives AI agents direct read-only access to PostgreSQL databa…
— ○ ⏳ — N/A N/A — — —
59418
chrischall
tock-mcp Claim
Enables restaurant discovery and availability checking on Tock via Claude, allo…
— ○ ⏳ — N/A N/A — — —
59419
policycheck Claim 1
AI seller verification and policy risk analysis for any online store.
— ○ — N/A N/A — 81 —
59420
Lee-Becky
mcp_test Claim
— ○ ⏳ — N/A N/A — 95 —
59421
driftsbot
drifts Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
— ○ ⏳ — N/A N/A — 83 —
59422
ionos-cloud
Inspect and manage IONOS CLOUD infrastructure via MCP.
— ○ ⏳ — — — — 81 —
59423
fgravin
MCP server for discovering and accessing data from a GeoNetwork 4.x catalog. En…
— ○ ⏳ — N/A N/A — — —
59424
nguyen1oc
Enables searching, enrolling, and tracking Coursera courses and certificates th…
— ○ ⏳ — — — — — —
59425
Silbercue
A token-efficient MCP server for Chrome browser automation that uses direct CDP…
— ○ ⏳ — — — — — —
59426
nullmastermind
Establishes feedback-oriented development workflows with Web UI and desktop app…
— ○ ⏳ — — — — — —
59427
zeta1113
Enables interaction with Trello boards, lists, and cards via MCP clients like C…
— ○ ⏳ — — — — 81 —
59428
mesheshq
Enables emitting product events, managing workspaces, routing rules, and integr…
— ○ ⏳ — — — — — —
59429
Search instances across GCP, AWS, K8s, Consul & Proxmox
— ○ — N/A N/A — 81 —
59430
moonbanking
Provides AI agents with live access to a global directory of consumer and busin…
— ○ ⏳ — — — — — —
59431
clipkit-video
clipkit Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
— ○ ⏳ — — — — — —
59432
ttekun
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
— ○ ⏳ — — — — — —
59433
Axis-Data-Labs
A minimal, production-ready starter for building Model Context Protocol servers…
— ○ ⏳ — — — — 81 —
59434
ggampp
sap-adt-ddic Claim
Enables querying and manipulating SAP ABAP/DDIC objects via ADT REST, including…
— ○ ⏳ — N/A N/A — — —
59435
hushvert
mcp Claim
File conversion for AI agents: office docs, PDF to Word, video, and LLM-ready m…
— ○ ⏳ — N/A N/A — — —
59436
marcelxv
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
— ○ ⏳ — — — — — —
59437 — ○ ⏳ — N/A N/A — 95 —
59438
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
— ○ ⏳ — N/A N/A — — —
59439
ccollicutt
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
— ○ ⏳ — N/A N/A — — —
59440
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
— ○ ⏳ — N/A N/A — 95 —
59441
oakkaya
Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debuggi…
— ○ ⏳ — N/A N/A — — —
59442
pras-labs
bichon-mcp Claim
MCP server that enables AI agents to search and read locally-archived emails vi…
— ○ ⏳ — N/A N/A — — —
59443
passgage
Integrates with the Passgage workforce management system via the Passgage Publi…
— ○ ⏳ — — — — 81 —
59444
pascalorg
Create, inspect, validate, and save editable 3D building scenes with Pascal's M…
— ○ ⏳ — — — — — —
59445
brightdataa
hide-mcp Claim
Store and recall user-specific facts across conversations with a structured kno…
— ○ ⏳ — N/A N/A — 95 —
59446
lionello
gdrive-mcp Claim
A local, read-only MCP server for searching your Google Drive.
— ○ ⏳ — N/A N/A — — —
59447
nso-india
Provides AI-ready access to Indian government statistics through MCP, enabling …
— ○ ⏳ — — — — — —
59448
mdfranz
An MCP server that enables AI assistants to query and explore your OpenObserve …
— ○ ⏳ — — — — 81 —
59449
volsch
md24de-mcp Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
— ○ ⏳ — — — — — —
59450
smplkit
Operate smplkit from your agent: feature flags, config, logging, audit, and sch…
— ○ ⏳ — — — — — —
Showing 59401–59450 of 69093 servers