MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 2 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59401 |
Enables automated LinkedIn lead generation and outreach through profile search,…
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| 59402 |
armls-spark-mcp-server
Claim
Enables Claude to query ARMLS Spark/FlexMLS real estate data including active l…
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| 59403 |
mcp-chainlist
Claim
Provides access to an EVM chain registry, allowing users to browse chains, fetc…
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| 59404 |
figjam-context-mcp
Claim
Exposes tools to ingest FigJam boards, retrieve context summaries, and answer f…
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| 59405 |
shelly-api-mcp
Claim
Provides read-only access to Shelly Cloud energy data, including live power, li…
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| 59406 |
recall
Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
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| 59407 |
Nexla DocQA MCP Server
Claim
Enables natural-language question answering over financial annual reports with …
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| 59408 |
inventory-management-ai-mcp MCP server by MEOK AI Labs
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| 59409 |
Drupal Bridge MCP
Claim
Enables AI assistants to interact with Drupal sites through MCP tools, with aut…
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| 59410 |
WJTTC
Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
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| 59411 |
mcp-arr-suite
Claim
Enables interaction with the *arr media management suite (Sonarr, Radarr, Lidar…
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| 59412 |
Compra Ágil MCP Server
Claim
Enables AI agents to query, filter, and audit Chilean government procurement pr…
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| 59413 |
Turn any URL into clean markdown/JSON for AI agents. Self-hostable web content …
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| 59414 |
Sanctions screening, KYB, identifier validation, jurisdiction risk & secret sca…
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| 59415 |
Connects LLMs to a PostgreSQL e-commerce database for sports supplements, enabl…
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| 59416 |
Symath-MCP
Claim
A symbolic mathematics MCP server supporting calculus, linear algebra, number t…
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| 59417 |
dbecho
Claim
An MCP server that gives AI agents direct read-only access to PostgreSQL databa…
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| 59418 |
tock-mcp
Claim
Enables restaurant discovery and availability checking on Tock via Claude, allo…
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| 59419 |
AI seller verification and policy risk analysis for any online store.
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| 59420 |
mcp_test
Claim
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| 59421 |
drifts
Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
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| 59422 |
ionoscloud-mcp
Claim
Inspect and manage IONOS CLOUD infrastructure via MCP.
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| 59423 |
geonetwork-mcp
Claim
MCP server for discovering and accessing data from a GeoNetwork 4.x catalog. En…
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| 59424 |
Enables searching, enrolling, and tracking Coursera courses and certificates th…
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| 59425 |
Public Browser
Claim
A token-efficient MCP server for Chrome browser automation that uses direct CDP…
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| 59426 |
mcp-feedback-enhanced-gw
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 59427 |
trello-mcp-server
Claim
Enables interaction with Trello boards, lists, and cards via MCP clients like C…
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| 59428 |
@mesheshq/mcp-server
Claim
Enables emitting product events, managing workspaces, routing rules, and integr…
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| 59429 |
Search instances across GCP, AWS, K8s, Consul & Proxmox
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| 59430 |
Moon Banking MCP Server
Claim
Provides AI agents with live access to a global directory of consumer and busin…
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| 59431 |
clipkit
Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
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| 59432 |
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
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| 59433 |
MCP Server Starter
Claim
A minimal, production-ready starter for building Model Context Protocol servers…
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| 59434 |
sap-adt-ddic
Claim
Enables querying and manipulating SAP ABAP/DDIC objects via ADT REST, including…
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| 59435 |
mcp
Claim
File conversion for AI agents: office docs, PDF to Word, video, and LLM-ready m…
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| 59436 |
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
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| 59437 | — | |||||||||
| 59438 |
temuoracle-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 59439 |
mcp-makefile-server
Claim
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
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| 59440 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
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| 59441 |
EDB Debugger MCP
Claim
Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debuggi…
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| 59442 |
bichon-mcp
Claim
MCP server that enables AI agents to search and read locally-archived emails vi…
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| 59443 |
Passgage MCP Server
Claim
Integrates with the Passgage workforce management system via the Passgage Publi…
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| 59444 |
Pascal 3D Editor
Claim
Create, inspect, validate, and save editable 3D building scenes with Pascal's M…
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| 59445 |
hide-mcp
Claim
Store and recall user-specific facts across conversations with a structured kno…
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| 59446 |
gdrive-mcp
Claim
A local, read-only MCP server for searching your Google Drive.
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| 59447 |
MoSPI MCP Server
Claim
Provides AI-ready access to Indian government statistics through MCP, enabling …
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| 59448 |
An MCP server that enables AI assistants to query and explore your OpenObserve …
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| 59449 |
md24de-mcp
Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
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| 59450 |
smplkit MCP Server
Claim
Operate smplkit from your agent: feature flags, config, logging, audit, and sch…
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