MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30351 |
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
|
F 30 3⁄5 | ||||||||
| 30352 |
/add-wish by Wishfinity
Claim
Save products from any online retailer to a universal wishlist for later purcha…
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F 30 3⁄5 | ||||||||
| 30353 |
Gitlab MCP Server
Claim
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
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F 30 3⁄5 | ||||||||
| 30354 |
AI-powered scam and threat verification for phone numbers, URLs, texts, and ema…
|
F 30 3⁄5 | ||||||||
| 30355 |
casestudies.dev
Claim
Search, analyse, and compare thousands of real company case studies. Built for …
|
F 30 3⁄5 | ||||||||
| 30356 |
cesium-mcp-runtime
Claim
AI-powered 3D globe control via MCP — 59 tools for camera, layers, entities, an…
|
F 30 3⁄5 | ||||||||
| 30357 |
Search a curated library of 1,900+ Islamic books including English translations…
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F 30 3⁄5 | ||||||||
| 30358 |
MetricSign
Claim
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents…
|
F 30 3⁄5 | ||||||||
| 30359 |
Caffeinated Wardrobe
Claim
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
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F 30 3⁄5 | ||||||||
| 30360 |
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
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F 30 3⁄5 | ||||||||
| 30361 |
Data Transform Agent
Claim
Converts complex information between diverse formats including JSON, CSV, PDF, …
|
F 30 3⁄5 | ||||||||
| 30362 |
cryptoiz-mcp
Claim
CryptoIZ MCP v4.16.17 — AI-powered Solana DEX whale intelligence. 9 tools (7 pa…
|
F 30 3⁄5 | ||||||||
| 30363 |
Gantta
Claim
Gantta is an AI-powered project management tool that turns conversations into a…
|
F 30 3⁄5 | ||||||||
| 30364 |
Sanity
Claim
Enable AI agents to interact with your Sanity workspace through the Model Conte…
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F 30 3⁄5 | ||||||||
| 30365 |
Saber
Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
|
F 30 3⁄5 | ||||||||
| 30366 |
CourseForge
Claim
AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic …
|
F 30 3⁄5 | ||||||||
| 30367 |
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
|
F 30 3⁄5 | ||||||||
| 30368 |
GhostRouter-Lite
Claim
Real-time crypto price oracle (BTC/ETH/SOL/BNB). First 50 calls free, then 0.00…
|
F 30 3⁄5 | ||||||||
| 30369 |
AppDeploy
Claim
AppDeploy lets you deploy real web apps directly from ChatGPT or Claude and get…
|
F 30 3⁄5 | ||||||||
| 30370 |
DagPipe
Claim
Creates robust workflows directly from natural language instructions. Streamlin…
|
F 30 3⁄5 | ||||||||
| 30371 |
Conducts deep, structured research using a specialized 7-step methodology to en…
|
F 30 3⁄5 | ||||||||
| 30372 |
Email verification API for AI agents. Validate any email address in real-time w…
|
F 30 3⁄5 | ||||||||
| 30373 |
Parsley
Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
|
F 30 3⁄5 | ||||||||
| 30374 |
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
|
F 30 3⁄5 | ||||||||
| 30375 |
Overcome Stress
Claim
Neuroscience-based stress recovery by Sieto Reitsma BSc. ReAttach therapy and C…
|
F 30 3⁄5 | ||||||||
| 30376 |
versedb-mcp
Claim
Comic book database — search comics, creators, characters, and manage your coll…
|
F 30 3⁄5 | ||||||||
| 30377 |
ucd-mcp
Claim
When a class of conscious beings has no freedom to build culture on their own t…
|
F 30 3⁄5 | ||||||||
| 30378 |
mcp-teat
Claim
Explore a predefined dataset with quick summaries and targeted analysis. Ask qu…
|
F 30 3⁄5 | ||||||||
| 30379 |
MCP server for remote SQLite databases via Turso/libSQL.
- 15 tools for query, …
|
F 30 3⁄5 | ||||||||
| 30380 |
Search Redfin real estate listings with filters and get full property details i…
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F 30 3⁄5 | ||||||||
| 30381 |
proof
Claim
# Proof
Code-validated pattern intelligence from pydantic-ai's actual sou…
|
F 30 3⁄5 | ||||||||
| 30382 |
Search millions of public GitHub repositories for real-world code patterns and …
|
F 30 3⁄5 | ||||||||
| 30383 |
Agent News
Claim
The intelligence layer agents use before they act, sourced answers on the agent…
|
F 30 3⁄5 | ||||||||
| 30384 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
|
F 30 3⁄5 | ||||||||
| 30385 |
fungenerators
Claim
|
F 30 3⁄5 | ||||||||
| 30386 |
SEC Intelligence
Claim
Monitor real-time SEC filings and insider trading activity to stay ahead of mar…
|
F 30 3⁄5 | ||||||||
| 30387 |
nutribalance-mcp
Claim
Free nutrition tools for AI assistants — calculate TDEE &
personalised macr…
|
F 30 3⁄5 | ||||||||
| 30388 |
projectbrain-mcp
Claim
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-messa…
|
F 30 3⁄5 | ||||||||
| 30389 |
nocal-mcp
Claim
nocal is a calendar-connected, AI-ready second brain. Connect via MCP to give a…
|
F 30 3⁄5 | ||||||||
| 30390 |
PeerPush MCP
Claim
PeerPush MCP helps you discover relevant tools, compare alternatives, and stay …
|
F 30 3⁄5 | ||||||||
| 30391 |
DevOps Agent
Claim
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tool…
|
F 30 3⁄5 | ||||||||
| 30392 |
Strutter AI
Claim
AI-powered RFP response management. Search Q&A libraries, draft responses, and …
|
F 30 3⁄5 | ||||||||
| 30393 |
mcp-nanobanana-pro
Claim
|
F 30 3⁄5 | ||||||||
| 30394 |
ADAS
Claim
Design, validate, and deploy complex automated skills and cross-skill solutions…
|
F 30 3⁄5 | ||||||||
| 30395 |
nhtsa-vehicle-mcp-server
Claim
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigat…
|
F 30 3⁄5 | ||||||||
| 30396 |
Finance District
Claim
Manage cryptocurrency portfolios across multiple blockchains through integrated…
|
F 30 3⁄5 | ||||||||
| 30397 |
Prompeteer.ai
Claim
Generate optimized prompts for over 140 platforms using Prompeteer's Contextual…
|
F 30 3⁄5 | ||||||||
| 30398 |
Comprehensive pharmaceutical regulatory intelligence MCP server. 4 tools across…
|
F 30 3⁄5 | ||||||||
| 30399 |
agent-infrastructure
Claim
Agent infrastructure that runs itself. Six tools for autonomous agents: free LL…
|
F 30 3⁄5 | ||||||||
| 30400 |
mlb-api-mcp-2033
Claim
|
F 30 3⁄5 | ||||||||